Qureos Mentor

Trimont Services India Pvt Ltd

<div>Overview

Founded in 1988, Trimont (www.trimont.com) is a specialized global commercial real estate loan services provider and partner for lenders and investors seeking the infrastructure and capabilities needed to help them scale their business and make informed, effective decisions related to the deployment, management and administration of commercial real estate secured credit. As the largest master servicer of commercial real estate loans in the United States, Trimont manages securitizations with meticulous oversight and coordination&mdash;protecting cash flows, mitigating risk, and ensuring portfolio performance.

We do this with a team of 1100+ extraordinary team members who serve a global client base from offices in Atlanta (headquarters), Bengaluru, Charlotte, Dallas, Hyderabad, Kansas City, London, New York and Sydney. We empower our people with advanced technology, industry-leading knowledge, and a culture centered on our core values. This approach enables our teams to deliver exceptional client service, build lasting relationships and take pride in the high-quality work they perform.

Trimont is an innovative firm where visionary professionals come to learn, grow, and thrive with colleagues driven by curiosity and collaboration.

Learn: We believe ongoing learning is critical and are focused on providing a work environment where all team members can take ownership of their careers.

 Grow: We work alongside the largest institutional lenders in the world, overseeing the most significant projects in the industry. This unique opportunity allows us to broaden our skillset and develop our abilities by tackling some of the industry&rsquo;s most challenging and exciting endeavors.

Thrive: Our firm is a place where ethics and excellence meet to create an experience that matches our capabilities. There are no limits to what we as team members and as an organization, can achieve together.

 Where people, purpose, and progress come together every day.

TriVinna, a Trimont company, is redefining the future of commercial loan servicing through advanced technology and data-driven innovation. As the newest addition to the Trimont group, TriVinna introduces a modern loan servicing software platform that streamlines operations, increases transparency, and provides clients and partners with actionable insights. Leveraging Trimont&rsquo;s access to approximately 11% of all U.S. commercial real estate lending data, TriVinna integrates market-leading analytics, robust portfolio management tools, and a high-touch customer support model. This comprehensive approach enables clients to make informed decisions, manage risk effectively, and achieve greater efficiency and performance in commercial real estate loan servicing.

Job Summary

We are seeking an experienced Database Administrator to manage and optimize the database infrastructure powering our commercial real estate loan servicing platform. You will be responsible for ensuring high availability, performance, security, and reliability of our database systems that handle billions of dollars in loan data. This role is critical to maintaining data integrity and supporting both operational workloads and analytical queries at scale.

Key Responsibilities

Database Management and Operations
<ul>
<li>Administer and maintain production databases</li>
<li>Design and implement database schemas for loan servicing workflows
</li><li>Manage database installations, upgrades, patches, and migrations
</li><li>Monitor database health, performance metrics, and resource utilization
</li><li>Implement and maintain backup and disaster recovery procedures</li>
<li>Manage database security, access controls, and user permissions</li>
</ul>
Performance Optimization
<ul>
<li>Identify and resolve performance bottlenecks in queries and database operations</li>
<li>Optimize complex SQL queries for loan data retrieval and reporting</li>
<li>Design and maintain database indexes for optimal query performance</li>
<li>Perform query plan analysis and tuning</li>
<li>Implement partitioning strategies for large loan and transaction tables</li>
<li>Configure database parameters for optimal performance</li>
<li>Conduct capacity planning and recommend infrastructure scaling</li>
</ul>
Data Security and Compliance
<ul>
<li>Implement row-level security and data encryption (at rest and in transit)</li>
<li>Manage database access controls and audit logging</li>
<li>Ensure compliance with financial services regulations (SOC 2, PCI DSS if applicable)</li>
<li>Implement data masking and anonymization for non-production environments</li>
<li>Conduct security audits and vulnerability assessments</li>
<li>Establish and enforce database security best practices</li>
<li>Support compliance audits and documentation requirements</li>
</ul>
High Availability and Reliability
<ul>
<li>Configure and maintain database replication and clustering</li>
<li>Implement failover mechanisms and test disaster recovery procedures</li>
<li>Monitor database uptime and establish SLA targets</li>
<li>Manage read replicas for analytical workloads</li>
<li>Set up and maintain multi-region database deployments</li>
<li>Implement automated health checks and alerting</li>
</ul>
Collaboration and Support
<ul>
<li>Work with Engineering team on database schema design and optimization</li>
<li>Support Data Engineers with data pipeline database requirements</li>
<li>Assist Data Scientists with analytical query optimization</li>
<li>Provide guidance on database best practices to development teams</li>
<li>Document database architectures, procedures, and runbooks</li>
<li>Train team members on database tools and best practices</li>
</ul>
Required Qualifications
<ul>
<li>5+ years of experience as a database administrator</li>
<li>Expert level SQL skills and query optimization expertise</li>
<li>Experience managing production databases in cloud environments</li>
<li>Understanding of database replication, clustering and high availability solutions</li>
<li>Knowledge of backup and recovery strategies</li>
<li>Experience with database monitoring and performance tuning tools</li>
<li>Strong understanding of database security and access controls</li>
<li>Bachelor's degree in Computer Science, Information Systems, or related field (or equivalent experience)</li>
</ul>
Preferred Qualifications
<ul>
<li>Experience in financial services, fintech, or SaaS environments</li>
<li>Experience with database migration tools and strategies</li>
<li>Familiarity with data warehousing concepts and columnar databases (Redshift, Snowflake, BigQuery)</li>
<li>Experience with Infrastructure as Code (Terraform, CloudFormation)</li>
<li>Understanding of compliance frameworks (SOC 2, GDPR, CCPA)</li>
</ul>
Trimont is an equal opportunity employer, and we&rsquo;re proud to support and celebrate diversity in the workplace. If you have a disability and need an accommodation or assistance with the application process and/or using our website, please contact us. We are proud to maintain a drug-free policy, ensuring that our community is a secure and productive space for all our team members.</div>

Senior Associate Database Administrator

<div>Overview

Founded in 1988, Trimont (www.trimont.com) is a specialized global commercial real estate loan services provider and partner for lenders and investors seeking the infrastructure and capabilities needed to help them scale their business and make informed, effective decisions related to the deployment, management and administration of commercial real estate secured credit. As the largest master servicer of commercial real estate loans in the United States, Trimont manages securitizations with meticulous oversight and coordination&mdash;protecting cash flows, mitigating risk, and ensuring portfolio performance.

We do this with a team of 1100+ extraordinary team members who serve a global client base from offices in Atlanta (headquarters), Bengaluru, Charlotte, Dallas, Hyderabad, Kansas City, London, New York and Sydney. We empower our people with advanced technology, industry-leading knowledge, and a culture centered on our core values. This approach enables our teams to deliver exceptional client service, build lasting relationships and take pride in the high-quality work they perform.

Trimont is an innovative firm where visionary professionals come to learn, grow, and thrive with colleagues driven by curiosity and collaboration.

Learn: We believe ongoing learning is critical and are focused on providing a work environment where all team members can take ownership of their careers.

 Grow: We work alongside the largest institutional lenders in the world, overseeing the most significant projects in the industry. This unique opportunity allows us to broaden our skillset and develop our abilities by tackling some of the industry&rsquo;s most challenging and exciting endeavors.

Thrive: Our firm is a place where ethics and excellence meet to create an experience that matches our capabilities. There are no limits to what we as team members and as an organization, can achieve together.

 Where people, purpose, and progress come together every day.

TriVinna, a Trimont company, is redefining the future of commercial loan servicing through advanced technology and data-driven innovation. As the newest addition to the Trimont group, TriVinna introduces a modern loan servicing software platform that streamlines operations, increases transparency, and provides clients and partners with actionable insights. Leveraging Trimont&rsquo;s access to approximately 11% of all U.S. commercial real estate lending data, TriVinna integrates market-leading analytics, robust portfolio management tools, and a high-touch customer support model. This comprehensive approach enables clients to make informed decisions, manage risk effectively, and achieve greater efficiency and performance in commercial real estate loan servicing.

Job Summary

We're seeking talented Data Scientist to build AI-powered capabilities that transform commercial real estate loan servicing. You'll work on cutting-edge problems spanning document intelligence, agentic AI systems, and predictive analytics that directly impact how billions of dollars in commercial loans are managed. This is an opportunity to deploy production ML systems at scale while working with rich, proprietary datasets in the fintech space.

Core Responsibilities

Model Development
<ul>
<li>Design, train, and evaluate machine learning models for production use</li>
<li>Conduct experiments and A/B tests to validate model improvements</li>
<li>Implement model interpretability and explainability techniques</li>
<li>Stay current with latest research and apply state-of-the-art methods</li>
</ul>
Production ML
<ul>
<li>Collaborate with Engineering and infrastructure to deploy models to production</li>
<li>Build data pipelines and feature engineering workflows</li>
<li>Monitor model performance and implement retraining strategies</li>
<li>Create APIs and interfaces for model predictions</li>
<li>Optimize models for latency, throughput and cost</li>
</ul>
Data Analysis and Insights
<ul>
<li>Perform exploratory data analysis</li>
<li>Identify patterns and anomalies in commercial real estate data</li>
<li>Communicate findings to product and business stakeholders</li>
<li>Develop metrics and dashboards to track model performance</li>
<li>Validate data quality and implement data validation</li>
</ul>
 Document Intelligence and NLP
<ul>
<li>Build document extraction and classification models for loan documents</li>
<li>Develop NLP pipelines for processing unstructured financial text</li>
<li>Implement OCR and document parsing solutions for automated data extraction</li>
</ul>
 Agentic AI and LLM Systems
<ul>
<li>Design and implement LLM-powered applications and agentic workflows</li>
<li>Develop RAG (Retrieval-Augmented Generation) systems for document Q&amp;A</li>
<li>Implement prompt engineering strategies and LLM evaluation frameworks</li>
<li>Build guardrails and safety mechanisms for AI-generated outputs</li>
</ul>
 Collaboration and Support
<ul>
<li>Partner with Product teams to translate business requirements into ML solutions</li>
<li>Work with Data Engineers on data pipeline and feature store requirements</li>
<li>Collaborate with Domain Experts to validate model outputs against business logic</li>
<li>Document model architectures, experiments, and decision rationale</li>
<li>Mentor junior data scientists and share best practices</li></ul> 


Required Qualifications
<ul>
<li>5+ years of experience in data science or machine learning</li>
<li>Expert proficiency in Python and ML libraries (scikit-learn, PyTorch, TensorFlow)</li>
<li>Experience deploying ML models to production environments</li>
<li>Strong foundation in statistics, probability, and experimental design</li>
<li>Experience with NLP and document processing techniques</li>
<li>Proficiency with SQL and data manipulation at scale</li>
<li>Experience with cloud ML platforms (AWS SageMaker, Azure ML, or GCP Vertex AI)</li>
<li>PhD degree in Computer Science, Statistics, Mathematics, or related field (or equivalent experience)</li></ul> 


Preferred Qualifications
<ul>
<li>Experience in financial services, fintech, or SaaS environments</li>
<li>Experience with LLMs, RAG systems, and agentic AI frameworks</li>
<li>Master&rsquo;s or PhD in a quantitative field</li>
<li>Experience with MLOps tools (MLflow, Kubeflow, Weights &amp; Biases)</li>
<li>Knowledge of computer vision or OCR for document processing</li>
<li>Familiarity with compliance requirements in financial services</li></ul> 


Trimont is an equal opportunity employer, and we&rsquo;re proud to support and celebrate diversity in the workplace. If you have a disability and need an accommodation or assistance with the application process and/or using our website, please contact us. We are proud to maintain a drug-free policy, ensuring that our community is a secure and productive space for all our team members.</div>

Senior Associate Data Science

<div>Overview

Founded in 1988, Trimont (www.trimont.com) is a specialized global commercial real estate loan services provider and partner for lenders and investors seeking the infrastructure and capabilities needed to help them scale their business and make informed, effective decisions related to the deployment, management and administration of commercial real estate secured credit. As the largest master servicer of commercial real estate loans in the United States, Trimont manages securitizations with meticulous oversight and coordination&mdash;protecting cash flows, mitigating risk, and ensuring portfolio performance.

We do this with a team of 1100+ extraordinary team members who serve a global client base from offices in Atlanta (headquarters), Bengaluru, Charlotte, Dallas, Hyderabad, Kansas City, London, New York and Sydney. We empower our people with advanced technology, industry-leading knowledge, and a culture centered on our core values. This approach enables our teams to deliver exceptional client service, build lasting relationships and take pride in the high-quality work they perform.

Trimont is an innovative firm where visionary professionals come to learn, grow, and thrive with colleagues driven by curiosity and collaboration.

Learn: We believe ongoing learning is critical and are focused on providing a work environment where all team members can take ownership of their careers.

Grow: We work alongside the largest institutional lenders in the world, overseeing the most significant projects in the industry. This unique opportunity allows us to broaden our skillset and develop our abilities by tackling some of the industry's most challenging and exciting endeavors.

Thrive: Our firm is a place where ethics and excellence meet to create an experience that matches our capabilities. There are no limits to what we as team members and as an organization, can achieve together.

Where people, purpose, and progress come together every day.

TriVinna, a Trimont company, is redefining the future of commercial loan servicing through advanced technology and data-driven innovation. As the newest addition to the Trimont group, TriVinna introduces a modern loan servicing software platform that streamlines operations, increases transparency, and provides clients and partners with actionable insights. Leveraging Trimont's access to approximately 11% of all U.S. commercial real estate lending data, TriVinna integrates market-leading analytics, robust portfolio management tools, and a high-touch customer support model. This comprehensive approach enables clients to make informed decisions, manage risk effectively, and achieve greater efficiency and performance in commercial real estate loan servicing.

Job Summary

We are seeking a skilled Data Engineer to design, build, and maintain the data infrastructure powering our commercial real estate loan servicing platform. You will be responsible for developing scalable data pipelines, implementing data integration solutions, and ensuring reliable data flows that enable analytics and business intelligence. This role is critical to transforming raw loan data into actionable insights that drive business decisions across billions of dollars in managed assets.

Key Responsibilities

Data Pipeline Development
<ul>
<li>Design and build scalable ETL/ELT pipelines for loan data processing</li>
<li>Develop real-time and batch data ingestion solutions from multiple sources</li>
<li>Implement data transformation logic for loan servicing workflows</li>
<li>Build automated data quality validation and monitoring frameworks</li>
<li>Create and maintain data pipeline orchestration using workflow tools (Airflow, Prefect, or similar)</li>
<li>Optimize pipeline performance for handling large-scale financial datasets</li>
</ul>
Data Architecture and Modeling
<ul>
<li>Design and implement data warehouse schemas (star, snowflake) for analytics</li>
<li>Develop dimensional models for loan portfolio reporting and analysis</li>
<li>Create and maintain data catalogs and metadata management solutions</li>
<li>Implement data lineage tracking for regulatory compliance</li>
<li>Design APIs and services for data access and integration</li>
<li>Establish data modeling standards and best practices</li>
</ul>
Data Integration and Processing
<ul>
<li>Integrate data from diverse sources including third-party vendors, APIs, and internal systems</li>
<li>Develop data connectors and adapters for loan servicing data sources</li>
<li>Implement change data capture (CDC) mechanisms for incremental processing</li>
<li>Build streaming data solutions for real-time loan event processing</li>
<li>Manage data lake storage and organization strategies</li>
<li>Ensure data consistency across operational and analytical systems</li>
</ul>
Data Quality and Governance
<ul>
<li>Implement data validation rules and quality monitoring dashboards</li>
<li>Develop automated data cleansing and enrichment processes</li>
<li>Ensure compliance with data privacy regulations (GDPR, CCPA)</li>
<li>Implement data masking and anonymization for sensitive financial data</li>
<li>Support audit requirements with comprehensive data lineage documentation</li>
<li>Establish and maintain data quality SLAs</li>
</ul>
Collaboration and Support
<ul>
<li>Partner with Data Scientists to build feature engineering pipelines</li>
<li>Work with Database Administrators on data infrastructure optimization</li>
<li>Support Business Intelligence teams with data marts and reporting datasets</li>
<li>Collaborate with Engineering teams on application data requirements</li>
<li>Document data architectures, pipelines, and operational procedures</li>
<li>Provide technical guidance and mentorship to junior team members</li>
</ul>
Required Qualifications
<ul>
<li>5+ years of experience as a Data Engineer or similar role</li>
<li>Expert proficiency in SQL and Python for data processing</li>
<li>Experience with cloud data platforms (AWS, Azure, or GCP)</li>
<li>Hands-on experience with data warehousing solutions (Redshift, Snowflake, BigQuery, or Databricks)</li>
<li>Proficiency with ETL/ELT tools and workflow orchestration (Airflow, dbt, or similar)</li>
<li>Experience with big data technologies (Spark, Kafka, or equivalent)</li>
<li>Strong understanding of data modeling, data warehousing concepts, and dimensional design</li>
<li>Bachelor's degree in Computer Science, Data Engineering, or related field (or equivalent experience)</li>
</ul>
Preferred Qualifications
<ul>
<li>Experience in financial services, fintech, or SaaS environments</li>
<li>Familiarity with real-time streaming platforms (Kafka, Kinesis, Flink)</li>
<li>Experience with Infrastructure as Code (Terraform, CloudFormation)</li>
<li>Knowledge of data governance and metadata management tools</li>
<li>Understanding of compliance frameworks (SOC 2, GDPR, CCPA)</li>
<li>Experience with machine learning feature stores and ML pipelines</li></ul> 


Trimont is an equal opportunity employer, and we&rsquo;re proud to support and celebrate diversity in the workplace. If you have a disability and need an accommodation or assistance with the application process and/or using our website, please contact us. We are proud to maintain a drug-free policy, ensuring that our community is a secure and productive space for all our team members.</div>

Senior Associate Database Engineering

<div>Overview:

Founded in 1988 and headquartered in Atlanta, Trimont (www.trimont.com) is a specialized global commercial real estate loan services provider and partner for lenders seeking the infrastructure and capabilities needed to make informed, effective decisions related to the deployment, management and administration of commercial real estate secured credit.

We do this with a team of 1100+ extraordinary Team Members who serve a global client base from offices in Atlanta, Dallas, Kansas City, London, New York, Sydney, Hyderabad and Bangalore. We empower our skilled global teams by equipping them with the necessary knowledge and advanced technology, as well as fostering a culture driven by values. This approach helps our teams excel and build meaningful client relationships, while providing the highest quality service and feeling proud of the work they do. 


Trimont is an innovative firm where visionary professionals come to learn, grow, and thrive with colleagues driven by curiosity and collaboration. 


Learn: We believe ongoing learning is critical and are focused on providing a work environment where all team members can take ownership of their careers.

Grow: We work alongside the largest institutional lenders in the world, overseeing the most significant projects in the industry. This unique opportunity allows us to broaden our skillset and develop our abilities by tackling some of the industry's most challenging and exciting endeavors.

Thrive: Our firm is a place where ethics and excellence meet to create an experience that matches our capabilities. There are no limits to what we as team members as an organization, can achieve together. 


Job Summary:
Account Reconciliation and Investor Reporting (ARIR) process is responsible for reconciliation of various Demand Deposit accounts, General Ledger accounts and Zero balance accounts in Commercial Mortgage servicing, it also includes the review of customer financials and maintenance, Preparation of Investor reports, preparation of operational &amp; financial data for reporting. This process involves in reconciling remittance amounts and sending the wires to Trust per the PSA timelines.

Responsibilities:
<ul><li>Perform operational accounting activities related to account reconciliation and maintenance.</li>
<li>Provide operational accounting support to internal business groups or operations departments to ensure that accounts are being managed within the account policy requirements.</li>
<li>Prepare and review account reconciliations and certifications.</li>
<li>Perform customer account maintenance duties.</li>
<li>Evaluate the operational accounting transactions and maintenance of operational accounting controls.</li>
<li>Prepare Critical Investor reports for Final customer use.</li>
<li>Reconcile funds to remit to Trust basing on borrower payments.</li>
<li>Prepare and reconcile Advance reports and recons for regulatory purpose.</li>
<li>Collaborate and consult with peers, colleagues and managers to resolve issues and achieve goals.</li>
<li>Handle complex queries and liaise with the Asset Management team/LOB for final disbursement of funds.</li>
<li>Communicate with Trust, third party servicers and other CMS teams to establish and record Authentication forms and certificate of authority</li>
<li>Identify risk exposure in the process and able to come up with controls to ensure mitigation of risk.</li>
<li>Exhibits detail-oriented skills to ensure zero/near ops loss situations.</li>
<li>Demonstrates/maintains professional conduct under all circumstances.</li>
<li>Support in process expansion</li>
<li>Work on cross-functional support and process efficiencies.</li>
<li>Flexibility to work in shifts and ensure timely completion of deliverables.</li>
<li>High sense of accountability.</li></ul> 


Required Qualifications:
<ul>
<li>5 years+ months of Operational Accounting experience, or equivalent demonstrated through one or a combination of the following: work experience, training, military experience, education.</li>
<li>Strong verbal and written communication skills are crucial for engaging with candidates and hiring managers.</li>
<li>Demonstrated capacity to achieve results in a fast-paced, high-volume, and dynamic setting.</li>
<li>Organizational and administrative skills that reflect attention to detail and the ability to prioritize amidst competing demands.</li>
<li>Strong work ethic and a sense of urgency.</li>
<li>Skilled in managing sensitive information while upholding privacy.</li>
<li>Handling workload and special projects efficiently.</li>
<li>Ability to work both independently and within a team environment.</li></ul> 


Desired Qualifications:
<ul>
<li>Knowledge and experience in Commercial Mortgage Servicing including Investor Reporting to Trust, Remittance and Reconciliation of funds.</li>
<li>Ability to interpret and understand the Loan documents, Loan Servicing Agreements and language pertaining to the requirements for Sub Servicing Agreements and Pooling &amp; Servicing Agreements.</li>
<li>Knowledge of Strategy Loan accounting system a major plus.</li>
<li>Good knowledge of Sub Servicing reporting, reserve reporting, delinquency reporting, Collections account statement reporting and Watch list reporting.</li>
<li>Experience in calculating Appraisal Reduction Amounts, ASERs.</li>
<li>Ability to review loan agreements, manage inventory and continuously coordinate with special servicers.</li>
<li>Experience in handling Realized Losses.</li>
<li>Excellent comprehension and communication skills coupled with the ability to interact with LOB during calls and gain their confidence.</li>
<li>Experience in handling escalations from the borrowers/stakeholders</li>
<li>Ability to multi-task working on multiple sub-queues / activities within the process.</li>
</ul>
Standard shift time:
<ul><li>2.30 pm - 11.30 am (HYD &amp; BLR).</li></ul> 


Trimont is an equal opportunity employer, and we&rsquo;re proud to support and celebrate diversity in the workplace. If you have a disability and need an accommodation or assistance with the application process and/or using our website, please contact us. We are proud to maintain a drug-free policy, ensuring that our community is a secure and productive space for all our team members.</div>

Senior Associate Accounting

<div>Overview

Founded in 1988, Trimont (www.trimont.com) is a specialized global commercial real estate loan services provider and partner for lenders and investors seeking the infrastructure and capabilities needed to help them scale their business and make informed, effective decisions related to the deployment, management and administration of commercial real estate secured credit. As the largest master servicer of commercial real estate loans in the United States, Trimont manages securitizations with meticulous oversight and coordination&mdash;protecting cash flows, mitigating risk, and ensuring portfolio performance.

We do this with a team of 1100+ extraordinary team members who serve a global client base from offices in Atlanta (headquarters), Bengaluru, Charlotte, Dallas, Hyderabad, Kansas City, London, New York and Sydney. We empower our people with advanced technology, industry-leading knowledge, and a culture centered on our core values. This approach enables our teams to deliver exceptional client service, build lasting relationships and take pride in the high-quality work they perform.

Trimont is an innovative firm where visionary professionals come to learn, grow, and thrive with colleagues driven by curiosity and collaboration.

Learn: We believe ongoing learning is critical and are focused on providing a work environment where all team members can take ownership of their careers.

Grow: We work alongside the largest institutional lenders in the world, overseeing the most significant projects in the industry. This unique opportunity allows us to broaden our skillset and develop our abilities by tackling some of the industry&rsquo;s most challenging and exciting endeavors.

Thrive: Our firm is a place where ethics and excellence meet to create an experience that matches our capabilities. There are no limits to what we as team members and as an organization, can achieve together.

Where people, purpose, and progress come together every day.

TriVinna, a Trimont company, is redefining the future of commercial loan servicing through advanced technology and data-driven innovation. As the newest addition to the Trimont group, TriVinna introduces a modern loan servicing software platform that streamlines operations, increases transparency, and provides clients and partners with actionable insights. Leveraging Trimont&rsquo;s access to approximately 11% of all U.S. commercial real estate lending data, TriVinna integrates market-leading analytics, robust portfolio management tools, and a high-touch customer support model. This comprehensive approach enables clients to make informed decisions, manage risk effectively, and achieve greater efficiency and performance in commercial real estate loan servicing.

Job Summary

We are seeking an experienced Head of Data Science for the build out of our commercial real estate loan servicing platform. They will lead multiple teams of data scientists in an Agile organization; the right leader will have a mix of strong technical understanding and a focus on innovation.

Key Responsibilities

Strategic Leadership
<ul><li>Define and execute the data science and AI strategy aligned with business objectives.</li></ul>
<ul><li>Lead three specialized teams: Document Processing and Extraction, Agentic AI and Predictive Analytics.</li></ul>
<ul><li>Partner with engineering and product teams to embed AI/ML capabilities throughout the platform.</li></ul>
<ul><li>Stay at the forefront of AI/ML advances and identify opportunities for competitive advantage.</li></ul>

Team Leadership and Development
<ul><li>Build and scale data science teams.</li></ul>
<ul><li>Recruit and retain top talent in Generative AI and machine learning.</li></ul>
<ul><li>Develop technical roadmaps for each team aligned with product priorities.</li></ul>
<ul><li>Foster culture of experimentation and production-focused ML.</li></ul>

Technical Leadership
<ul><li>Lead development of intelligent systems for working with, extracting and structuring unstructured data.</li></ul>
<ul><li>Design and deploy autonomous AI Agents that assist with loan servicing workflows.</li></ul>
<ul><li>Develop multi-agent systems that can handle complex multistep tasks.</li></ul>
<ul><li>Ensure agentic systems are explainable, controllable and aligned with business rules.</li></ul>
<ul><li>Build models for evaluation and prediction of borrower health and early warning signs of default.</li></ul>

ML Operations
<ul><li>Establish MLOps practices for model deployment, monitoring and evaluation.</li></ul>
<ul><li>Work with engineering and infrastructure to build scalable ML infrastructure.</li></ul>
<ul><li>Implement model governance, testing and validation frameworks.</li></ul>
<ul><li>Ensure models meet regulatory requirements and ethical AI standards.</li></ul>

Required Qualifications
<ul><li>PhD or Master&rsquo;s in computer science, statistics, machine learning or related quantitative field.</li></ul>
<ul><li>15+ years of experience in data science/ML with 8+ years leading teams.</li></ul>
<ul><li>Proven track record deploying production ML systems at scale.</li></ul>
<ul><li>Experience with modern ML frameworks (PyTorch, Tensorflow, HuggingFace, LangChain)</li></ul>
<ul><li>Experience with predictive modeling and time series forecasting.</li></ul>

Preferred Qualifications
<ul><li>Experience in financial services, lending or real estate technology.</li></ul>
<ul><li>Background in fintech or SaaS product companies.</li></ul>
<ul><li>Experience with commercial real estate data and loan structures.</li></ul>
<ul><li>Knowledge of financial regulations and model risk management.</li></ul>
<ul><li>Track record of building data science functions from ground up.</li></ul>

Key Competencies
<ul><li>Ability to translate business problems in ML solutions.</li></ul>
<ul><li>Strong product sense and focus on business impact.</li></ul>
<ul><li>Excellent communication skills with technical and non-technical stakeholders.</li></ul>
<ul><li>Strategic thinking with hands-on technical capabilities.</li></ul>
<ul><li>Experience balancing research innovation with production deployment.</li></ul>

Trimont is an equal opportunity employer, and we&rsquo;re proud to support and celebrate diversity in the workplace. If you have a disability and need an accommodation or assistance with the application process and/or using our website, please contact us. We are proud to maintain a drug-free policy, ensuring that our community is a secure and productive space for all our team members.</div>

Managing Director of Data Science

<div>Overview

Founded in 1988, Trimont (www.trimont.com) is a specialized global commercial real estate loan services provider and partner for lenders and investors seeking the infrastructure and capabilities needed to help them scale their business and make informed, effective decisions related to the deployment, management and administration of commercial real estate secured credit. As the largest master servicer of commercial real estate loans in the United States, Trimont manages securitizations with meticulous oversight and coordination&mdash;protecting cash flows, mitigating risk, and ensuring portfolio performance.

We do this with a team of 1100+ extraordinary team members who serve a global client base from offices in Atlanta (headquarters), Bengaluru, Charlotte, Dallas, Hyderabad, Kansas City, London, New York and Sydney. We empower our people with advanced technology, industry-leading knowledge, and a culture centered on our core values. This approach enables our teams to deliver exceptional client service, build lasting relationships and take pride in the high-quality work they perform.

Trimont is an innovative firm where visionary professionals come to learn, grow, and thrive with colleagues driven by curiosity and collaboration.

Learn: We believe ongoing learning is critical and are focused on providing a work environment where all team members can take ownership of their careers.

Grow: We work alongside the largest institutional lenders in the world, overseeing the most significant projects in the industry. This unique opportunity allows us to broaden our skillset and develop our abilities by tackling some of the industry&rsquo;s most challenging and exciting endeavors.

Thrive: Our firm is a place where ethics and excellence meet to create an experience that matches our capabilities. There are no limits to what we as team members and as an organization, can achieve together.

Where people, purpose, and progress come together every day.

TriVinna, a Trimont company, is redefining the future of commercial loan servicing through advanced technology and data-driven innovation. As the newest addition to the Trimont group, TriVinna introduces a modern loan servicing software platform that streamlines operations, increases transparency, and provides clients and partners with actionable insights. Leveraging Trimont&rsquo;s access to approximately 11% of all U.S. commercial real estate lending data, TriVinna integrates market-leading analytics, robust portfolio management tools, and a high-touch customer support model. This comprehensive approach enables clients to make informed decisions, manage risk effectively, and achieve greater efficiency and performance in commercial real estate loan servicing.

Job Summary

We're seeking talented Data Scientist to build AI-powered capabilities that transform commercial real estate loan servicing. You'll work on cutting-edge problems spanning document intelligence, agentic AI systems, and predictive analytics that directly impact how billions of dollars in commercial loans are managed. This is an opportunity to deploy production ML systems at scale while working with rich, proprietary datasets in the fintech space.
Core Responsibilities

Model Development
<ul>
<li>Design, train, and evaluate machine learning models for production use
</li><li>Conduct experiments and A/B tests to validate model improvements
</li><li>Implement model interpretability and explainability techniques
</li><li>Stay current with latest research and apply state-of-the-art methods</li>
</ul>
Production ML
<ul>
<li>Collaborate with Engineering and infrastructure to deploy models to production</li>
<li>Build data pipelines and feature engineering workflows</li>
<li>Monitor model performance and implement retraining strategies</li>
<li>Create APIs and interfaces for model predictions</li>
<li>Optimize models for latency, throughput and cost</li>
</ul>
Data Analysis and Insights
<ul>
<li>Perform exploratory data analysis
</li><li>Identify patterns and anomalies in commercial real estate data</li>
<li>Communicate findings to product and business stakeholders</li>
<li>Develop metrics and dashboards to track model performance</li>
<li>Validate data quality and implement data validation</li>
</ul>
Document Intelligence and NLP
<ul>
<li>Build document extraction and classification models for loan documents</li>
<li>Develop NLP pipelines for processing unstructured financial text</li>
<li>Implement OCR and document parsing solutions for automated data extraction</li>
</ul>
Agentic AI and LLM Systems
<ul>
<li>Design and implement LLM-powered applications and agentic workflows</li>
<li>Develop RAG (Retrieval-Augmented Generation) systems for document Q&amp;A</li>
<li>Implement prompt engineering strategies and LLM evaluation frameworks</li>
<li>Build guardrails and safety mechanisms for AI-generated outputs</li>
</ul>
Collaboration and Support
<ul>
<li>Partner with Product teams to translate business requirements into ML solutions</li>
<li>Work with Data Engineers on data pipeline and feature store requirements</li>
<li>Collaborate with Domain Experts to validate model outputs against business logic</li>
<li>Document model architectures, experiments, and decision rationale</li>
<li>Mentor junior data scientists and share best practices</li></ul> 


Required Qualifications
<ul>
<li>10 + years of experience in data science or machine learning</li>
<li>Expert proficiency in Python and ML libraries (scikit-learn, PyTorch, TensorFlow)</li>
<li>Experience deploying ML models to production environments</li>
<li>Strong foundation in statistics, probability, and experimental design</li>
<li>Experience with NLP and document processing techniques</li>
<li>Proficiency with SQL and data manipulation at scale</li>
<li>Experience with cloud ML platforms (AWS SageMaker, Azure ML, or GCP Vertex AI)</li>
<li>PhD degree in Computer Science, Statistics, Mathematics, or related field (or equivalent experience)</li></ul> 


Preferred Qualifications
<ul>
<li>Experience in financial services, fintech, or SaaS environments</li>
<li>Experience with LLMs, RAG systems, and agentic AI frameworks</li>
<li>Master&rsquo;s or PhD in a quantitative field</li>
<li>Experience with MLOps tools (MLflow, Kubeflow, Weights &amp; Biases)</li>
<li>Knowledge of computer vision or OCR for document processing</li>
<li>Familiarity with compliance requirements in financial services</li></ul> 


Trimont is an equal opportunity employer, and we&rsquo;re proud to support and celebrate diversity in the workplace. If you have a disability and need an accommodation or assistance with the application process and/or using our website, please contact us. We are proud to maintain a drug-free policy, ensuring that our community is a secure and productive space for all our team members.</div>

Director Data Science

<div>Overview

Founded in 1988, Trimont (www.trimont.com) is a specialized global commercial real estate loan services provider and partner for lenders and investors seeking the infrastructure and capabilities needed to help them scale their business and make informed, effective decisions related to the deployment, management and administration of commercial real estate secured credit. As the largest master servicer of commercial real estate loans in the United States, Trimont manages securitizations with meticulous oversight and coordination&mdash;protecting cash flows, mitigating risk, and ensuring portfolio performance.

We do this with a team of 1100+ extraordinary team members who serve a global client base from offices in Atlanta (headquarters), Bengaluru, Charlotte, Dallas, Hyderabad, Kansas City, London, New York and Sydney. We empower our people with advanced technology, industry-leading knowledge, and a culture centered on our core values. This approach enables our teams to deliver exceptional client service, build lasting relationships and take pride in the high-quality work they perform.

Trimont is an innovative firm where visionary professionals come to learn, grow, and thrive with colleagues driven by curiosity and collaboration.

Learn: We believe ongoing learning is critical and are focused on providing a work environment where all team members can take ownership of their careers.

 Grow: We work alongside the largest institutional lenders in the world, overseeing the most significant projects in the industry. This unique opportunity allows us to broaden our skillset and develop our abilities by tackling some of the industry&rsquo;s most challenging and exciting endeavors.

Thrive: Our firm is a place where ethics and excellence meet to create an experience that matches our capabilities. There are no limits to what we as team members and as an organization, can achieve together.

 Where people, purpose, and progress come together every day.

TriVinna, a Trimont company, is redefining the future of commercial loan servicing through advanced technology and data-driven innovation. As the newest addition to the Trimont group, TriVinna introduces a modern loan servicing software platform that streamlines operations, increases transparency, and provides clients and partners with actionable insights. Leveraging Trimont&rsquo;s access to approximately 11% of all U.S. commercial real estate lending data, TriVinna integrates market-leading analytics, robust portfolio management tools, and a high-touch customer support model. This comprehensive approach enables clients to make informed decisions, manage risk effectively, and achieve greater efficiency and performance in commercial real estate loan servicing.

Job Summary

We're seeking talented Data Scientist to build AI-powered capabilities that transform commercial real estate loan servicing. You'll work on cutting-edge problems spanning document intelligence, agentic AI systems, and predictive analytics that directly impact how billions of dollars in commercial loans are managed. This is an opportunity to deploy production ML systems at scale while working with rich, proprietary datasets in the fintech space.
Core Responsibilities

Model Development
<ul>
<li>Design, train, and evaluate machine learning models for production use
</li><li>Conduct experiments and A/B tests to validate model improvements
</li><li>Implement model interpretability and explainability techniques
</li><li>Stay current with latest research and apply state-of-the-art methods</li>
</ul>
Production ML
<ul>
<li>Collaborate with Engineering and infrastructure to deploy models to production</li>
<li>Build data pipelines and feature engineering workflows</li>
<li>Monitor model performance and implement retraining strategies</li>
<li>Create APIs and interfaces for model predictions</li>
<li>Optimize models for latency, throughput and cost</li>
</ul>
Data Analysis and Insights
<ul>
<li>Perform exploratory data analysis
</li><li>Identify patterns and anomalies in commercial real estate data</li>
<li>Communicate findings to product and business stakeholders</li>
<li>Develop metrics and dashboards to track model performance</li>
<li>Validate data quality and implement data validation</li>
</ul>
 Document Intelligence and NLP
<ul>
<li>Build document extraction and classification models for loan documents</li>
<li>Develop NLP pipelines for processing unstructured financial text</li>
<li>Implement OCR and document parsing solutions for automated data extraction</li>
</ul>
 Agentic AI and LLM Systems
<ul>
<li>Design and implement LLM-powered applications and agentic workflows</li>
<li>Develop RAG (Retrieval-Augmented Generation) systems for document Q&amp;A</li>
<li>Implement prompt engineering strategies and LLM evaluation frameworks</li>
<li>Build guardrails and safety mechanisms for AI-generated outputs</li>
</ul>
 Collaboration and Support
<ul>
<li>Partner with Product teams to translate business requirements into ML solutions</li>
<li>Work with Data Engineers on data pipeline and feature store requirements</li>
<li>Collaborate with Domain Experts to validate model outputs against business logic</li>
<li>Document model architectures, experiments, and decision rationale</li>
<li>Mentor junior data scientists and share best practices</li></ul> 


Required Qualifications
<ul>
<li>2 to 5 years of experience in data science or machine learning</li>
<li>Expert proficiency in Python and ML libraries (scikit-learn, PyTorch, TensorFlow)</li>
<li>Experience deploying ML models to production environments</li>
<li>Strong foundation in statistics, probability, and experimental design</li>
<li>Experience with NLP and document processing techniques</li>
<li>Proficiency with SQL and data manipulation at scale</li>
<li>Experience with cloud ML platforms (AWS SageMaker, Azure ML, or GCP Vertex AI)</li>
<li>PhD degree in Computer Science, Statistics, Mathematics, or related field (or equivalent experience)</li></ul> 


Preferred Qualifications
<ul>
<li>Experience in financial services, fintech, or SaaS environments</li>
<li>Experience with LLMs, RAG systems, and agentic AI frameworks</li>
<li>Master&rsquo;s or PhD in a quantitative field</li>
<li>Experience with MLOps tools (MLflow, Kubeflow, Weights &amp; Biases)</li>
<li>Knowledge of computer vision or OCR for document processing</li>
<li>Familiarity with compliance requirements in financial services</li></ul> 


Trimont is an equal opportunity employer, and we&rsquo;re proud to support and celebrate diversity in the workplace. If you have a disability and need an accommodation or assistance with the application process and/or using our website, please contact us. We are proud to maintain a drug-free policy, ensuring that our community is a secure and productive space for all our team members.</div>

Associate Data Science

Join Trimont Services India Pvt Ltd and explore 8   exciting career opportunities. They're hiring for various roles with options for remote or on-site work. Apply today and become part of their innovative team.