Qureos Mentor

Deeplight

<div>DeepLight AI is a specialist AI and data consultancy with extensive experience implementing intelligent enterprise systems across multiple industries, with particular depth in financial services and banking. Our team combines deep expertise in data science, statistical modeling, AI/ML technologies, workflow automation, and systems integration with a practical understanding of complex business operations.
The Project Lead drives the design, delivery, and operational rollout of an internal AI-powered text-to-SQL query platform that enables natural language access to enterprise data across multiple BI systems. This role sits at the intersection of LLM engineering, semantic data modeling, BI metadata management, and pragmatic delivery leadership.
The role leads a focused 5&ndash;7 person team to deliver a production-ready conversational query layer in a fast-paced window. This role requires an individual who thrives on execution, cuts through complexity, and knows how to ship working AI solutions quickly and safely.
Key Responsibilities of the role include:
AI &amp; Data Delivery<ul><li>
Lead end-to-end delivery of an internal conversational AI interface that converts natural language questions into SQL queries.</li><li>
Drive the evaluation and implementation of semantic model generation approaches (vendor-based and in-house custom development).</li><li>
Build and operationalize a query stack hosted inside the company&rsquo;s VPC.</li></ul>
Semantic Layer &amp; BI Integration<ul><li>
Design, refine, and implement a semantic layer that supports accurate text-to-SQL translation.</li><li>
Integrate the solution across existing BI platforms (MicroStrategy, Power BI, Tableau) without requiring tool migration.</li><li>
Ensure alignment with enterprise data governance and the company&rsquo;s &ldquo;Data for AI&rdquo; initiative.</li></ul>
Vendor &amp; Tooling Strategy<ul><li>
Assess capabilities of MicroStrategy&rsquo;s AI features, Microsoft Azure-native tools, and emerging startup solutions.</li><li>
Provide a balanced BI tooling recommendation based on operational needs and platform capabilities.</li><li>
Mitigate vendor lock-in by evaluating multiple options and architecting flexible solutions.</li></ul>
Cross-Functional Leadership<ul><li>
Work with domain SMEs in Finance and Retail to incorporate business context into the semantic layer.</li><li>
Collaborate with internal data, BI, and AI engineering teams.</li><li>
Provide clear, actionable updates to senior leadership with a bias toward rapid decision-making.</li></ul>
Requirements<ul><li>
7&ndash;12+ years in Data Engineering, ML Engineering, Data Architecture, or Applied AI.</li><li>
Hands-on experience with:</li><li><ul><li>
Text-to-SQL or NL-to-query systems</li></ul></li><li><ul><li>
Conversational AI (LLMs, prompt engineering, fine-tuning)</li></ul></li><li><ul><li>
Semantic modeling, MDM concepts, ontologies, or BI metadata layers</li></ul></li></ul><ul>
<li><ul><li>SQL and BI ecosystems (Power BI, Tableau, MicroStrategy)</li></ul></li>
<li><ul><li>Comfortable integrating LLMs with data warehouses, APIs, and enterprise cloud environments.</li></ul></li>
<li><ul><li>Demonstrated success delivering complex AI/data projects under compressed timelines.</li></ul></li>
<li><ul><li>Fast, pragmatic decision-maker who avoids analysis paralysis.</li></ul></li>
<li><ul><li>Strong cross-functional communication and stakeholder management skills.</li></ul></li>
<li><ul><li>Experience leading small, high-performance engineering teams.</li></ul></li>
</ul>
It would be great if you also have;<ul><li>
A background in Microsoft Azure ecosystem or Azure OpenAI.</li><li>
Previous exposure to Microsoft Fabric, dbt, semantic modeling tools, or metadata automation platforms.</li><li>
Previous experience building internal copilots or enterprise LLM applications.</li></ul>
Please note: This is a 6 month Fixed term contractually initially, with the potential to extend.
Benefits
Benefits &amp; Growth Opportunities:<ul><li>Competitive salary and performance bonuses</li><li>Comprehensive health insurance</li><li>Professional development and certification support</li><li>Opportunity to work on cutting-edge AI projects</li><li>Flexible working arrangements</li><li>Career advancement opportunities in a rapidly growing AI company</li></ul>
This position offers a unique opportunity to shape the future of AI implementation while working with a talented team of professionals at the forefront of technological innovation. The successful candidate will play a crucial role in driving our company's success in delivering transformative AI solutions to our clients.
At DeepLight AI, we recognise that diversity drives innovation. We are committed to fostering an inclusive environment where individuals with different thinking styles can thrive and contribute their unique strengths to our specialised AI and data solutions.
Our goal is to ensure our application and interview process is accessible, predictable, and fair for all candidates.
If you require any specific adjustments to the application process, or if you require any reasonable adjustments should you be successful in being processed to the interview stage, please do let us know. This information will be kept strictly confidential and will not impact hiring decisions.</div>

Project Lead (AI Text-to-SQL & Semantic Layer)

<div>DeepLight AI is a specialist AI and data consultancy with extensive experience implementing intelligent enterprise systems across multiple industries, with particular depth in financial services and banking. Our team combines deep expertise in data science, statistical modeling, AI/ML technologies, workflow automation, and systems integration with a practical understanding of complex business operations.
The Payment Transformation and Compliance Project Manager focusses on modernising payment systems while ensuring strict adherence to rapidly evolving financial regulations. The role combines the demands of a complex technology transformation with the critical, high-stakes requirements of regulatory compliance. The PM manages projects which align with the bank's payments infrastructure and simultaneously ensure regulatory adherence throughout the lifecycle.
The role has a dual focus: driving transformation to deliver seamless, omnichannel, and intelligent end-to-end servicing experiences, and ensuring compliance by continuously adhering to all regulatory expectations and compliance frameworks. The role oversees the modernisation of the bank's Payments infrastructure, API integration, and core banking systems, whilst simultaneously enforcing regulatory adherence, auditability, and a strong change control process.
On the Technology front, the PM will manage the delivery of future-ready solutions using common project tools like Jira and Confluence, with a focus on compliance projects, not limited to PSD2, AML/CFT policies, and PCI DSS. 
As the Project Manager, you must maintain project rigor while dealing with technical complexity and a broad stakeholder base and your responsibilities will include; 
<ul><li>Project Planning and Governance:</li><li>
Developing and managing comprehensive project plans, defining scope, schedule, resourcing, dependencies, and budget.</li><li>
Establishing robust governance and control in line with the bank's business transformation framework.</li><li>
Monitoring and reporting progress, risks, and issues to the program management and Steering Committees.</li><li>
Risk Management:</li><li>
Proactively assessing and managing risks, specifically mitigating potential roadblocks related to compliance missteps or data security issues.</li><li>
Ensuring all projects are managed to an acceptable level of risk by balancing scope, time, cost, and quality.</li><li>
Stakeholder &amp; Vendor Management:</li><li>
Leading and influencing cross-functional teams.</li><li>
Building strong relationships with senior stakeholders of the organisation.</li><li>
Coordinating with Business Technology and vendors to ensure high-quality and timely execution.</li></ul>
Requirements
As the Payment Transformation and Compliance AI Project Manager you will:<ul><li>
Be proficient in project management methodologies like Agile, Scrum, PMP, or PRINCE II.</li><li>
Possess significant demonstrable experience working within financial services; and;</li><li>
Have significant experience and knowledge within banking compliance</li></ul>
As well as the above, we need you to have:<ul><li>
Exceptional communication skills</li><li>
Significant demonstrable experience working with Senior stakeholders</li><li>
Significant demonstrable experience in retail banking compliance</li><li>
Experience managing large teams through Change.</li><li>
Deep knowledge of payment systems and technologies, including global, retail, and wholesale networks (SWIFT, SEPA, Instant Payments).</li><li>
Strong familiarity with specific regulatory programs relevant to payments (e.g., PSD2, AML, KYC).</li></ul><ul>
<li>A robust understanding of the ISO 20022 message formats and their industry integration is a highly valued qualification.</li>
<li>Experience preventing data mapping errors and maintaining data quality across historical and customer data.</li>
<li>Significant demonstrable experience managing and controlling changes to the project's scope, as mid-project changes can severely impact budget and timelines.</li><li>
Strong leadership to guide cross-functional teams (IT, Legal, Operations, Business) and clear, frequent communication to senior stakeholders.</li><li>
A solid knowledge of banking products, processes, and the strategic rationale for the core banking change.</li><li>
The ability to identify bottlenecks, troubleshoot issues in a high-stakes environment, and make quick, informed decisions to maintain business continuity.</li></ul>
Benefits
Benefits &amp; Growth Opportunities:<ul><li>Competitive salary and performance bonuses</li><li>Comprehensive health insurance</li><li>Professional development and certification support</li><li>Opportunity to work on cutting-edge AI projects</li><li>Flexible working arrangements</li><li>Career advancement opportunities in a rapidly growing AI company</li></ul>
This position offers a unique opportunity to shape the future of AI implementation while working with a talented team of professionals at the forefront of technological innovation. The successful candidate will play a crucial role in driving our company's success in delivering transformative AI solutions to our clients.</div>

Payment Transformation and Compliance AI Project Manager

<div>DeepLight AI is a specialist AI and data consultancy with extensive experience implementing intelligent enterprise systems across multiple industries, with particular depth in financial services and banking. Our team combines deep expertise in data science, statistical modeling, AI/ML technologies, workflow automation, and systems integration with a practical understanding of complex business operations.
The Core Banking Project Manager is responsible for overseeing core banking projects from inception to deployment.
The role is responsible for the full lifecycle of the project, using hybrid methodologies, and must ensure delivery is aligned with strategic business goals of the organisation. The role works closely with cross-functional teams to deliver high-impact transformation projects The role combines strong technical understanding with exceptional project management skills and business acumen and requires deep domain and technical awareness to successfully navigate the system's complexity.. The Core banking PM role is centered on managing the implementation, transformation, or upgrade of the bank's central IT systems, which are critical to all operations.
As the Core Banking Project Manager, your responsibilities will include;
<ul><li>Developing and managing comprehensive project plans, defining scope, objectives, deliverables, and milestones. This includes setting deadlines, managing the budget, and ensuring effective resource allocation.</li><li>
Proactively identifying potential risks and issues (RAID - Risks, Assumptions, Issues, Dependencies) specific to the banking domain (e.g., data loss, security breaches, compliance failure) and prepare detailed mitigation strategies.</li><li>
Managing communication and expectations across a diverse, complex stakeholder group, including:</li><li>
Executive Sponsors and Bank Management</li><li>
Business Analysts and End Users</li><li>
IT Teams, Architects, and Technical Leads</li><li>
External Vendors
</li><li>Monitoring and reporting project status, risks, and performance metrics to management. Ensure comprehensive documentation is maintained for auditability and governance.</li><li>
Regulatory Compliance: ensuring the project design and implementation (including data integrity, security, and process flows) adhere strictly to local and international financial regulations (e.g., AML, KYC, FATCA, Basel III).
</li><li>Coordinating the complex process of data migration, ensuring data integrity and zero information loss during the transition.</li><li>
Establish clear migration pathways and contingency plans to prevent service disruptions.</li><li>
Manage the interfaces and system integration with surrounding applications (e.g., wealth management, loan systems, digital channels).</li><li>
Manage the relationship and contracts with the Core Banking System vendor, tracking their tasks, deliverables, and commitment to the project's success.</li><li>
An understanding of the banking IT world, system design, databases (SQL), and API management (REST, SOAP) to effectively liaise with technical leads and investigate system logs or queries when necessary.</li></ul>
Requirements
As the Core Banking Project Manager, we need you to be;<ul><li>
Proficient in project management methodologies like Agile, Scrum, PMP, or PRINCE II.</li><li>
Significant demonstrable experience working within financial services</li></ul>
As well as having;<ul><li>
Experience managing large teams through Change.</li><li>
Experience preventing data mapping errors and maintaining data quality across historical and customer data.</li><li>
Significant demonstrable experience managing and controlling changes to the project's scope, as mid-project changes can severely impact budget and timelines.</li><li>
Strong leadership to guide cross-functional teams (IT, Legal, Operations, Business) and clear, frequent communication to senior stakeholders.</li><li>
A solid knowledge of banking products, processes, and the strategic rationale for the core banking change.</li><li>
The ability to identify bottlenecks, troubleshoot issues in a high-stakes environment, and make quick, informed decisions to maintain business continuity.</li><li>
Knowledge and understanding of how core banking transactions are performed</li><li>
Understanding and experience of working within the SDLC framework</li></ul>
Benefits
Benefits &amp; Growth Opportunities:<ul><li>Competitive salary and performance bonuses</li><li>Comprehensive health insurance</li><li>Professional development and certification support</li><li>Opportunity to work on cutting-edge AI projects</li><li>Flexible working arrangements</li><li>Career advancement opportunities in a rapidly growing AI company</li></ul>
This position offers a unique opportunity to shape the future of AI implementation while working with a talented team of professionals at the forefront of technological innovation. The successful candidate will play a crucial role in driving our company's success in delivering transformative AI solutions to our clients.</div>

Core Banking Project Manager

About the Role We're looking for an experienced and personable GenAI Solutions Architect to join our growing AI delivery team. You'll design and build large language model (LLM) systems that move beyond experimentation and into real-world production - powering search, summarisation, knowledge assistants, and automation for enterprise clients. This is a hands-on, execution-focused role that requires strong stakeholder management skills. You'll work closely with product managers, engineers, and AI specialists to ship scalable solutions. You won't be buried in research or building theoretical models; you'll be deploying actual systems that users rely on every day. Requirements What You'll Do <ul> <li>Architect end-to-end GenAI systems, including prompt chaining, memory strategies, token budgeting, and embedding pipelines</li> <li>Design and optimize RAG (Retrieval-Augmented Generation) workflows using tools like LangChain, LlamaIndex, and vector databases (FAISS, Pinecone, Qdrant). Experience with Graph RAG architectures and proficiency in Node.js required.</li> <li>Evaluate tradeoffs between zero-shot prompting, fine-tuning, LoRA / QLoRA, and hybrid approaches, aligning solutions with user goals and constraints</li> <li>Integrate LLMs and APIs (OpenAI, Anthropic, Cohere, Hugging Face) into real-time products and services with latency, scalability, and observability in mind</li> <li>Collaborate with cross-functional teams-translating complex GenAI architectures into stable, maintainable features that support product delivery</li> <li>Write and review technical design documents and remain actively involved in implementation decisions</li> <li>Deploy to production with industry best practices around version control, API lifecycle management, and monitoring (e.g., hallucination detection, prompt drift)</li> </ul> What You'll Bring <ul> <li>Proven background in Machine Learning</li> <li>Proven experience building and deploying GenAI-powered applications, in enterprise or regulated environments</li> <li>Deep understanding of LLMs, vector search, embeddings, and GenAI design patterns (e.g. RAG, prompt injection protection, tool use with agents)</li> <li>Proficiency in Python and fluency with frameworks and libraries like LangChain, Transformers, Hugging Face, and OpenAI SDKs</li> <li>Experience with vector databases such as FAISS, Qdrant, or Pinecone</li> <li>Familiarity with cloud infrastructure (AWS, GCP, or Azure) and core MLOps concepts (CI / CD, monitoring, containerization)</li> <li>Proven experience supporting and/or delivering AI / ML Products</li> <li>A commercial and delivery mindset- you know how to balance speed, quality, and feasibility in fast-moving projects</li> </ul> Nice to Have <ul> <li>Experience building multi-tenant GenAI platforms</li> <li>Exposure to enterprise-grade AI governance and security standards</li> <li>Familiarity with multi-modal architectures (e.g., text + image or audio)</li> <li>Knowledge of cost-optimization strategies for LLM inference and token usage</li> </ul> This Role Is Not For <ul> <li>ML researchers focused on academic model development without delivery / product experience</li> <li>Data scientists unfamiliar with vector search, LLM prompt engineering, or system architecture</li> <li>Engineers who haven't shipped GenAI products into production environments</li> </ul> Benefits & Growth Opportunities <ul> <li>Competitive salary and performance bonuses</li> <li>Comprehensive health insurance</li> <li>Professional development and certification support</li> <li>Opportunity to work on cutting-edge AI projects</li> <li>International exposure and travel opportunities</li> <li>Flexible working arrangements</li> <li>Career advancement opportunities in a rapidly growing AI company</li> </ul> This position offers a unique opportunity to shape the future of AI implementation while working with a talented team of professionals at the forefront of technological innovation. The successful candidate will play a crucial role in driving our company's success in delivering transformative AI solutions to our clients.

GenAI Solutions Architect

Join Deeplight and explore 5   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.

Deeplight

ABOUT_COMPANY

Project Lead (AI Text-to-SQL & Semantic Layer)

Project Lead (AI Text-to-SQL & Semantic Layer)

Payment Transformation and Compliance AI Project Manager

Core Banking Project Manager

GenAI Solutions Architect