reference data expert

NTT DATA

Req ID: 367052
 
NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now.
 
We are currently seeking a Ontology Expert to join our team in Dallas, Texas (US-TX), United States (US).
 
Job Description: Ontology Expert – Healthcare AI Solutions
 
Job Title
 
Ontology Expert – Healthcare AI Solutions
 
Day to Day job Duties: (what this person will do on a daily/weekly basis)
 
Role Summary
 
We are seeking an experienced Ontology Expert to design, develop, and govern healthcare ontologies that power AI-driven and agentic healthcare solutions. The role focuses on building semantic models that enable interoperability, reasoning, knowledge representation, and explainable AI across clinical and healthcare enterprise systems.
 
Key Responsibilities
 
<ul>
<li>Design, build, and maintain healthcare ontologies and semantic models.</li>
<li>Define domain vocabularies, taxonomies, and relationships for AI-driven solutions.</li>
<li>Support knowledge representation for AI agents, decision-support, and clinical intelligence systems.</li>
<li>Collaborate with clinicians, data scientists, and AI engineers to translate knowledge into formal models.</li>
<li>Govern ontology lifecycle, versioning, and semantic consistency.</li>
</ul>
Healthcare Ontology Semantic Modeling
 
<ul>
<li>Develop ontologies using standards such as OWL, RDF, and SKOS.</li>
<li>Work with healthcare standards and terminologies (SNOMED CT, ICD-10, LOINC, RxNorm).</li>
<li>Enable semantic interoperability across EHRs and healthcare data sources.</li>
<li>Support reasoning, inference, and rule-based logic for AI systems.</li>
</ul>
AI Agentic Solution Support
 
<ul>
<li>Enable AI and GenAI systems with structured healthcare knowledge.</li>
<li>Support agentic workflows, decision models, and explainable AI outputs.</li>
<li>Collaborate on RAG pipelines and knowledge graph integration for LLM-based systems.</li>
<li>Ensure semantic accuracy and safety for clinical use cases.</li>
</ul>
Technical Skills Tools
 
<ul>
<li>Strong knowledge of OWL, RDF, SPARQL, and knowledge graph technologies.</li>
<li>Experience with ontology tools such as Protégé, TopBraid, or Stardog.</li>
<li>Familiarity with FHIR, HL7, and healthcare data models.</li>
<li>Exposure to AI/ML and GenAI systems, including LLM-enabled solutions.</li>
<li>Programming or scripting experience in Python or similar languages (preferred).</li>
</ul>
Compliance, Governance Quality
 
<ul>
<li>Ensure ontologies align with clinical safety, regulatory, and compliance requirements.</li>
<li>Support auditability, traceability, and explainability of AI decisions.</li>
<li>Define semantic governance policies and best practices.</li>
</ul>
Basic Qualifications: (what are the skills required to this job with minimum years of experience on each)
 
Required Skills Experience
 
<ul>
<li>5+ years of experience in ontology engineering, semantic modeling, or knowledge engineering.</li>
<li>Strong healthcare domain knowledge (clinical, payer, or life sciences).</li>
<li>Experience working with structured and unstructured healthcare data.</li>
<li>Ability to collaborate across technical and clinical teams.</li>
</ul>
Nice to Have;
 
Preferred Qualifications
 
<ul>
<li>Background in clinical informatics or biomedical informatics.</li>
<li>Experience with healthcare AI platforms or decision-support systems.</li>
<li>Knowledge of semantic search, reasoning engines, or knowledge graphs.</li>
<li>Advanced degree in Computer Science, Biomedical Informatics, or related fields.</li>
</ul>
Soft Skills
 
<ul>
<li>Strong analytical and conceptual thinking abilities.</li>
<li>Excellent communication skills to work with clinical and technical stakeholders.</li>
<li>Attention to detail and passion for semantic accuracy.</li>
</ul>
Why Join Us
 
This role offers the opportunity to shape the semantic foundation of AI-driven healthcare solutions, supporting intelligent agents, explainable AI, and interoperable healthcare systems at scale.
 
About NTT DATA
 
NTT DATA is a $30 billion business and technology services leader, serving 75% of the Fortune Global 100. We are committed to accelerating client success and positively impacting society through responsible innovation. We are one of the world's leading AI and digital infrastructure providers, with unmatched capabilities in enterprise-scale AI, cloud, security, connectivity, data centers and application services. our consulting and Industry solutions help organizations and society move confidently and sustainably into the digital future. As a Global Top Employer, we have experts in more than 50 countries. We also offer clients access to a robust ecosystem of innovation centers as well as established and start-up partners. NTT DATA is a part of NTT Group, which invests over $3 billion each year in RD.
 
Whenever possible, we hire locally to NTT DATA offices or client sites. This ensures we can provide timely and effective support tailored to each client’s needs. While many positions offer remote or hybrid work options, these arrangements are subject to change based on client requirements. For employees near an NTT DATA office or client site, in-office attendance may be required for meetings or events, depending on business needs. At NTT DATA, we are committed to staying flexible and meeting the evolving needs of both our clients and employees. NTT DATA recruiters will never ask for payment or banking information and will only use @nttdata.com and @talent.nttdataservices.com email addresses. If you are requested to provide payment or disclose banking information, please submit a contact us form, https://us.nttdata.com/en/contact-us.
 
NTT DATA endeavors to make https://us.nttdata.com accessible to any and all users. If you would like to contact us regarding the accessibility of our website or need assistance completing the application process, please contact us at https://us.nttdata.com/en/contact-us. This contact information is for accommodation requests only and cannot be used to inquire about the status of applications. NTT DATA is an equal opportunity employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability or protected veteran status. For our EEO Policy Statement, please click here. If you'd like more information on your EEO rights under the law, please click here. For Pay Transparency information, please click here.

Ontology Expert

PROZ TECHNOLOGIES

JOB DESCRIPTIONThe Risk Data &amp; Modelling Expert oversees end-to-end processing of tax data assets, analyzes cross-system tax information, and develops analytical and predictive models to support compliance risk assessment and strategic decision-making. The role coordinates with IT on analytical tools, reviews international and exchanged tax data, and advises on data governance practices to ensure quality, consistency, and secure access for GTA departments..Key Responsibilities<ul><li>Tax Data Assets &amp; Governance</li><li>Oversee the end-to-end cycle of tax data, including acquisition from internal and external systems, validation, cleansing, storage, and evaluation.</li></ul>Risk Data Analysis &amp; Modelling<ul><li>Analyze tax data using statistical and exploratory techniques to Identify patterns relevant to compliance risk and operational performance.</li><li>Develop and Review predictive and analytical models that Support risk-based assessment, audit targeting, and monitoring of tax gaps.</li></ul>Dashboards, Analytics &amp; Strategic Insights<ul><li>Develop advanced dashboards and analytical views to Support operational monitoring and strategic planning across GTA.</li><li>Prepare structured analytical outputs and reports for senior management, including key indicators, trends, and sectoral insights.</li></ul>Stakeholder Engagement &amp; Requirements<ul><li>Develop and Monitor data governance practices to Ensure tax data quality, consistency, security, and controlled access, including maintenance of central data dictionaries and metadata.</li></ul>SKILLS &amp; ABILITIES<ul><li>Strong vendor and partner management capability in complex, multi-vendor technology or transformation programs.</li><li>Good understanding of technology delivery contracts, service levels, acceptance criteria, and governance mechanisms.</li><li>Ability to manage commercial, delivery, and relationship dimensions in parallel while maintaining strategic focus.</li><li>Strong negotiation, conflict resolution, and performance management skills.</li><li>Ability to interpret technical and operational delivery topics sufficiently to challenge vendors and coordinate with architects/project teams.</li><li>Excellent stakeholder communication and reporting skills, including executive-level summaries and governance materials.</li><li>Coordinate regular meetings with relevant departments to Assess data and analytics needs, Identify gaps, and Align data sources and structures with operational requirements.</li></ul>Tools, Systems &amp; International Data<ul><li>Coordinate with IT to Develop and Enhance analytical tools, including predictive analytics and automated reporting systems that Support tax risk evaluation and decision-making.</li><li>Analyze data received through tax information exchange mechanisms and Evaluate its relevance for risk analysis and compliance activities.</li></ul>Support to Internal &amp; External Requests<ul><li>Advise regulatory and operational units on the use of data and analytical outputs in urgent or high-priority cases requiring rapid information.</li></ul>Review and Prepare analytical inputs for requests from International Cooperation department related to tax data, in line with applicable frameworks.<ul><li>Prepare and Review lists of missing or incomplete tax data needed to Support official tasks and risk analysis.</li></ul>Tools, Systems &amp; International Data<ul><li>Coordinate with IT to Develop and Enhance analytical tools, including predictive analytics and automated reporting systems that Support tax risk evaluation and decision-making.</li></ul>Support to Internal &amp; External Requests<ul><li>Advise regulatory and operational units on the use of data and analytical outputs in urgent or high-priority cases requiring rapid information.</li><li>Review and Prepare analytical inputs for requests from International Cooperation department related to tax data, in line with applicable frameworks.</li><li>Analyze data received through tax information exchange mechanisms and Evaluate its relevance for risk analysis and compliance activities.</li></ul>Preferred Qualifications &amp; Experience<ul><li>Bachelor&rsquo;s degree in Data Science, Statistics, Economics, Computer Science, or related field.</li><li>Master&rsquo;s degree in a related field is preferred.</li><li>Relevant professional certifications are an advantage.</li><li>16+ years of relevant experience in data analytics, statistical modelling, or risk analytics in tax administration, government, or a related financial/compliance environment.</li><li>Demonstrated knowledge of tax data structures, analytical tools, and data governance concepts.</li><li>Strong data analysis and modelling skills using analytical and BI tools.</li><li>Ability to translate complex data into clear insights and decision-support outputs.</li><li>Effective coordination and communication with technical and non-technical stakeholders.</li><li>Attention to data quality, structure, and security.</li></ul>Job Types: Permanent, Contract Contract length: 12 monthsPay: Up to QAR20,000.00 per monthWork Location: In person

Risk Data & Modelling Expert

Thomas Jefferson University & Jefferson Health

<div>Job Details
This position provides strategic direction and thought leadership for enterprise‑wide data warehousing and infrastructure. They architect large‑scale solutions, set long‑term governance frameworks, and ensure data assets are leveraged for transformation and competitive advantage. This role drives innovation by adopting emerging technologies and guiding cross‑functional teams through complex integrations. Experts influence executive decisions by translating infrastructure capabilities into business growth opportunities.
Job Description
Summary
 
This position provides strategic direction and thought leadership for enterprise‑wide data warehousing and infrastructure. They architect large‑scale solutions, set long‑term governance frameworks, and ensure data assets are leveraged for transformation and competitive advantage. This role drives innovation by adopting emerging technologies and guiding cross‑functional teams through complex integrations. Experts influence executive decisions by translating infrastructure capabilities into business growth opportunities.
 
 
Job Duties
<ul><li>Define enterprise-level data architecture and infrastructure strategy.
</li><li>Lead design of advanced data warehouses, data lakes, and hybrid architectures.
</li><li>Drive adoption of best practices in automation, DevOps, and CI/CD for data systems.
</li><li>Evaluate and implement emerging technologies (AI/ML integration, advanced analytics).
</li><li>Partner with executives and stakeholders to align data infrastructure with business strategy.
</li><li>Serve as a subject matter expert and mentor across the organization.
</li><li>Guide cloud resource planning, cost optimization, and capacity management.
</li><li>Troubleshoot higher-level cloud issues and coordinate with vendors or internal teams.
</li><li>Collaborate with DevOps, Security, and Product teams on cloud roadmaps. 
</li></ul> 
Minimum Qualifications
<ul><li>Bachelor&rsquo;s Degree Business, Computer Science, Finance, Information Systems or related field.
</li><li>7 years experience in data engineering and infrastructure with a demonstrated ability to influence organizational strategy and lead innovation.
</li><li>Proficiency in Python, SQL, ETL packages, strategic design of extractions, and data integration process.
</li><li>Expert knowledge of business intelligence applications and modeling concepts.
</li><li>Expertise with cloud-based data tools (Azure Fabric, Data Factory, Synapse, or similar).
</li><li>Strong understanding of Azure resource management, security controls, and cloud governance.
</li><li>Deep expertise in multiple data warehousing platforms and cloud ecosystems.
</li><li>Experience with advanced data governance, compliance, and security frameworks.
</li><li>Strong knowledge of interoperability standards and enterprise integration.
</li><li>Excellent communication and leadership skills. 
</li></ul> 
Physical Demands
 
Lift and carry 25 lbs. frequent sitting/standing, frequent keyboard use, *patient care providers may be required to perform activities specific to their role including kneeling, bending, squatting and performing CPR.
 
 
Job Description Disclaimer: This position description provides the major duties/responsibilities, requirements and working conditions for the position. It is intended to be an accurate reflection of the current position, however management reserves the right to revise or change as necessary to meet organizational needs. Other responsibilities may be assigned when circumstances require.
Work Shift
Workday Day (United States of America)
Worker Sub Type
Regular
Employee Entity
Thomas Jefferson University
Primary Location Address
1100 Virginia Drive, Fort Washington, Pennsylvania, United States of America
Nationally ranked, Jefferson, which is principally located in the greater Philadelphia region, Lehigh Valley and Northeastern Pennsylvania and southern New Jersey, is reimagining health care and higher education to create unparalleled value. Jefferson is more than 65,000 people strong, dedicated to providing the highest-quality, compassionate clinical care for patients; making our communities healthier and stronger; preparing tomorrow's professional leaders for 21st-century careers; and creating new knowledge through basic/programmatic, clinical and applied research. Thomas Jefferson University , home of Sidney Kimmel Medical College, Jefferson College of Nursing, and the Kanbar College of Design, Engineering and Commerce, dates back to 1824 and today comprises 10 colleges and three schools offering 200+ undergraduate and graduate programs to more than 8,300 students. Jefferson Health , nationally ranked as one of the top 15 not-for-profit health care systems in the country and the largest provider in the Philadelphia and Lehigh Valley areas, serves patients through millions of encounters each year at 32 hospitals campuses and more than 700 outpatient and urgent care locations throughout the region. Jefferson Health Plans is a not-for-profit managed health care organization providing a broad range of health coverage options in Pennsylvania and New Jersey for more than 35 years.
Jefferson is committed to providing equal educational and employment opportunities for all persons without regard to age, race, color, religion, creed, sexual orientation, gender, gender identity, marital status, pregnancy, national origin, ancestry, citizenship, military status, veteran status, handicap or disability or any other protected group or status.
Benefits
Jefferson offers a comprehensive package of benefits for full-time and part-time colleagues, including medical (including prescription), supplemental insurance, dental, vision, life and AD&amp;D insurance, short- and long-term disability, flexible spending accounts, retirement plans, tuition assistance, as well as voluntary benefits, which provide colleagues with access to group rates on insurance and discounts. Colleagues have access to tuition discounts at Thomas Jefferson University after one year of full time service or two years of part time service. All colleagues, including those who work less than part-time (including per diem colleagues, adjunct faculty, and Jeff Temps ), have access to medical (including prescription) insurance.
For more benefits information,</div>

Expert Analyst Data Management

Confidential

<div>
 
 The Tax Compliance Risk Data &amp; Modelling Expert oversees end-to-end processing of tax data assets, analyzes cross-system tax information, and develops analytical and predictive models to support compliance risk assessment and strategic decision-making. The role coordinates with IT on analytical tools, reviews international and exchanged tax data, and advises on data governance practices to ensure quality, consistency, and secure access for Tax departments.
 
 
 
 Tax Data Assets &amp; Governance
 
 
 <ul>
 <li>
 Oversee the end-to-end cycle of tax data, including acquisition from internal and external systems, validation, cleansing, storage, and evaluation.
 </li>
 <li>
 Develop and Monitor data governance practices to Ensure tax data quality, consistency, security, and controlled access, including maintenance of central data dictionaries and metadata.
 </li>
 </ul>
 
 
 Risk Data Analysis &amp; Modelling
 
 
 <ul>
 <li>
 Analyze tax data using statistical and exploratory techniques to Identify patterns relevant to compliance risk and operational performance.
 </li>
 <li>
 Develop and Review predictive and analytical models that Support risk-based assessment, audit targeting, and monitoring of tax gaps.
 </li>
 </ul>
 
 
 Dashboards, Analytics &amp; Strategic Insights
 
 
 <ul>
 <li>
 Develop advanced dashboards and analytical views to Support operational monitoring and strategic planning across TAX Authority.
 </li>
 <li>
 Prepare structured analytical outputs and reports for senior management, including key indicators, trends, and sectoral insights.
 </li>
 </ul>
 
 
 Stakeholder Engagement &amp; Requirements
 
 
 <ul>
 <li>
 Coordinate regular meetings with relevant departments to Assess data and analytics needs, Identify gaps, and Align data sources and structures with operational requirements.
 </li>
 <li>
 Prepare and Review lists of missing or incomplete tax data needed to Support official tasks and risk analysis.
 </li>
 </ul>
 
 
 Tools, Systems &amp; International Data
 
 
 <ul>
 <li>
 Coordinate with IT to Develop and Enhance analytical tools, including predictive analytics and automated reporting systems that Support tax risk evaluation and decision-making.
 </li>
 <li>
 Analyze data received through tax information exchange mechanisms and Evaluate its relevance for risk analysis and compliance activities.
 </li>
 </ul>
 
 
 Support to Internal &amp; External Requests
 
 
 <ul>
 <li>
 Advise regulatory and operational units on the use of data and analytical outputs in urgent or high-priority cases requiring rapid information.
 </li>
 </ul>
 
 Review and Prepare analytical inputs for requests from International Cooperation department related to tax data, in line with applicable frameworks.
 
 
 
 Preferred Qualifications &amp; Experience
 
 
 <ul>
 <li>
 Bachelor&rsquo;s degree in Data Science, Statistics, Economics, Computer Science, or related field.
 </li>
 <li>
 Master&rsquo;s degree in a related field is preferred.
 </li>
 </ul>
 
 Relevant professional certifications are an advantage.
 
 <ul>
 <li>
 16+ years of relevant experience in data analytics, statistical modelling, or risk analytics in tax administration, government, or a related financial/compliance environment.
 </li>
 </ul>
 
 Demonstrated knowledge of tax data structures, analytical tools, and data governance concepts.
 
 <ul>
 <li>
 Strong data analysis and modelling skills using analytical and BI tools.
 </li>
 <li>
 Ability to translate complex data into clear insights and decision-support outputs.
 </li>
 <li>
 Effective coordination and communication with technical and non-technical stakeholders.
 </li>
 </ul>
 
 Attention to data quality, structure, and security.
 
</div>

The Emirates Group

<div><h5 class="jobSectionHeader">Job Purpose
</h5><div>dnata is more than a global air and travel services provider. We connect people with possibilities and opportunities across 130+ airports in 34 countries through ground handling, cargo, travel, and catering &amp; retail services. Our purpose is clear: to deliver on the promises our customers make. We are powered by a bold vision to be the world&rsquo;s most admired air and travel services provider, which guides our strategy, culture, and every role across our teams. Our core values fuel everything we do: we are safe, we play to win, we respect everyone and work together as a team, and we are future thinking. At dnata, we foster diversity, nurture ambition, and celebrate achievement. If you're inspired by purpose and motivated to be part of a global team shaping the future of aviation and travel, we&rsquo;d love to have you onboard.
</div>As a Department Subject Matter Expert you will provide subject matter expertise and guidance on shift, improving the quality and consistency of delivered services and deal with any operational issues /challenges such as resolving personnel capability and procedural shortfalls to ensure a safe, efficient and service oriented work environment in compliance with regulatory, legal and safety requirements and standard operating procedures.
In this role, you will:
<ul><li>Plan
<ul><li>Plans observation schedule for Department ensuring a balanced distribution of observations
</li></ul></li><li>Lead
<ul><li>Delivers safety briefings as directed by Department Management while intervening when there is risk exposure, following up on corrective actions
</li><li>Coach staff on the required skills, knowledge, and behaviours to work safely. Provide support, direction and act as a role model for the desired safety behaviours and leading with safety
</li><li>Provides technical assistance to ensure that work is completed efficiently and in compliance with procedures
</li><li>Escalates behavioural and procedural matters to the Service Delivery Manager
</li></ul></li><li>Execute
<ul><li>Complies with all relevant safety, quality, training, operational and environmental management policies, procedures and controls to ensure a healthy, respectful and safe work environment
</li><li>Takes a leading role in times of disruption, crisis management and fall back to ensure timely resumption of standard operations when directed by the Department Controller or Service
</li></ul></li><li>Delivery Manager
<ul><li>Deals with all identified and escalated operational issues on shift and ensures that the appropriate solution is provided and the team is communicated to
</li><li>Identifies any non-conformance and discrepancies in processes and ensures that the appropriate corrective action are implemented in line with regulations and SLAs
</li><li>Provides independent advice and technical expertise to the operational teams to improve performance and quality of service delivery
</li><li>Develops and compiles reports as requested by Department Management
</li><li>Prepares audit plans and conducts audits (internal and external) as directed by Department Management and makes recommendations to support implementation of corrective actions
</li><li>Carries out observations as planned and ensures feedback/coaching is given to the concerned staff on the correct process/procedures and also to Department Management
</li></ul></li></ul><h5 class="jobSectionHeader">Qualification
</h5>To be considered for this role, you must meet the below requirements:
Bachelors degree or Diploma in business administration/aviation/ground handling/customer service 
<ul><li>
</li></ul> 
Experience:
<ul><li>Bachelors degree: 2-4 years of experience in aviation/ ground handling/customer service
</li><li>Diploma: 4-6 years of experience in aviation/ ground handling/customer service
</li><li>Advanced understanding of airlines? customer service product (specific airport related requirements) and Industry regulations for the assigned work area.
</li><li>Advanced understanding of the aviation terminology
</li><li>UAE driving license (for airside based roles)
</li><li>Preferably First Aid trained
</li><li>Advanced Supervisory Skills
</li><li>Advanced Communication Skills
</li><li>Advanced Writing Skills
</li><li>English Language Skills Level 5
</li><li>Proficient Customer Management Skills
</li><li>Proficient Planning and Organizing Skills
</li><li>Proficient Data Collection and Analysis Skills
</li><li>Proficient Safety Awareness Skills
</li>Proficient IT and Computer Literacy 
<li>
</li></ul> 
Additional to Airside Operations:
Proficient knowledge and understanding of relevant baggage system (where relevant) 
<ul><li>
</li></ul> 
Additional to Aircraft Appearance:
<ul><li>Advanced knowledge of interior and exterior cleaning procedures preferred
</li>Advanced knowledge of cleaning chemicals and materials preferred 
<li>
</li></ul> 
Additional to Customer Service:
<ul><li>Advanced understanding of the usage of Departure Control System
</li>Proficient understanding of ICAO Conditions of Carriage and Local / International regulations and IATA pertaining to passenger and baggage acceptance 
<li>
</li></ul> 
Role KPIS
<ul><li>Operations:
<ul><li>Compliance with operational procedures and instructions
</li><li>Work completed in a timely manner
</li><li>on-time performance
</li><li>Accuracy of complaints and description reports
</li></ul></li><li>People:
<ul><li>Frequency of feedback &amp; appraisal meetings
</li><li>Staff Satisfaction
</li><li>Number of compliance checks completed per cycle
</li></ul></li><li>Customer:
<ul><li>Customer Satisfaction
</li><li>Resolution of Customer complaints and outstanding issues
</li></ul></li><li>Safety:
</li><li>Compliance with Safety procedures
</li><li>Safety meetings contacts
</li>Safety observations 
<li>
</li></ul> 
Leadership Role : Yes
Safety Sensitive Role : Yes 
 
Details/Hazards:
<ul><li>Working at Height (greater than1m)
</li><li>Heavy lifting (As an individual not greater than 32Kg)
</li><li>Working in areas with motorised mobile equipment
</li><li>Work in confined spaces
</li><li>Airport Driving Permit
</li><li>Work in a noisy environment
</li><li>Work in extreme temperature conditions
</li>Exposure to contact with moving/falling objects. 
<li>
</li></ul> 
Our services on the ground keep the world in the air. We&rsquo;re one of the largest air services providers in the world, and you&rsquo;ll find us in over 80 countries offering expertise in ground handling, cargo, travel and flight catering. We&rsquo;re growing fast, and we&rsquo;re looking for people with imagination and creativity to join our team of more than 40,000 people. We want potential stars to help us deliver on the promises our customers make.
<h5 class="jobSectionHeader">Salary &amp; benefits
</h5>Join us in Dubai and enjoy an attractive tax-free salary and travel benefits that are exclusive to our industry, including discounts on flights and hotel stays worldwide.
Discover what it&rsquo;s like to live and work in our fast-paced, cosmopolitan home city by visiting the Dubai Lifestyle section on our career&rsquo;s website: www.emirates.com/careers</div>

Department Subject Matter Expert

JOB DESCRIPTIONThe Risk Data &amp; Modelling Analyst supports the processing and analysis of tax data by Collecting and Preparing datasets, Executing basic analytical tasks, and Documenting outputs for review by the Risk Data &amp; Modelling Expert. The role contributes to dashboards and reports, Maintains data and metadata records, and Supports development and testing of analytical tools that enable risk assessment and decision-making across GTA.Key ResponsibilitiesData Collection &amp; Preparation<ul><li>Collect and Prepare tax data from internal and external systems for use in analytical and modelling activities.</li><li>Perform basic data validation, cleaning, and formatting to Support data quality and consistency.</li></ul>Basic Analytics &amp; Modelling Support<ul><li>Execute simple exploratory analyses (such as summaries, trend views, and comparisons) to Support identification of patterns relevant to compliance risk and performance.</li><li>Prepare input tables and intermediate datasets that Contribute to predictive or analytical models developed by senior staff.</li></ul>Dashboards, Reports &amp; Documentation<ul><li>Prepare draft charts, tables, and data extracts for dashboards and analytical reports used by management and operational units.</li><li>Document analytical steps, data sources, and assumptions in working files to Support review and replication of analyses.</li></ul>Stakeholder &amp; Requirements Support<ul><li>Support meetings with departments by Preparing data packs and basic summaries of requested indicators.</li><li>Record and Document data requirements and identified data gaps for follow-up by the Risk Data &amp; Modelling Expert and IT.</li></ul>Tools, Systems &amp; Testing<ul><li>Support analytical tool development by Preparing test datasets, Running simple test cases, and Documenting issues or user feedback.</li><li>Maintain shared templates and reference files used for recurring analyses and reporting.</li></ul>Records Management &amp; Confidentiality<ul><li>Maintain organized and confidential records of datasets, analytical outputs, and shared reports, in line with data governance standards.</li><li>Ensure careful handling of sensitive tax data in all day-to-day activities.</li></ul>Preferred Qualifications &amp; Experience<ul><li>Bachelor&rsquo;s degree in Data Science, Statistics, Economics, Computer Science, Information Systems, or a related field.</li><li>Master&rsquo;s degree in a related field is preferred.</li><li>Relevant professional certifications are an advantage.</li><li>3+ years of relevant experience in data analysis, reporting, or a related analytical role in government, tax, finance, or compliance is preferred; internships and academic projects can be considered.</li><li>Basic familiarity with data analysis tools, databases, or BI/reporting solutions is an advantage.</li><li>Ability to work with data using spreadsheets and basic analytical or BI tools.</li><li>Attention to detail in data preparation, checking, and documentation.</li><li>Basic analytical and problem-solving skills.</li><li>Ability to work collaboratively and follow guidance from more senior data and risk specialists</li></ul>Job Types: Permanent, Contract Contract length: 12 monthsPay: Up to QAR20,000.00 per monthWork Location: In person

Risk Data & Modelling Analyst

Quantum Talent Group

<div>
 
 The Senior Cloud &amp; Platform Architect is the design authority responsible for defining and governing the technical foundations, standards, patterns, and reference architectures across infrastructure, cloud, and enterprise collaboration platforms.
 
 
 
 
 
 This is a hands-on architecture role requiring deep technical expertise across Azure, Microsoft 365,
 
 
 identity integration patterns, endpoint management, and enterprise platform engineering. The role
 
 
 produces practical, buildable designs (HLD and LLD), defines standards (naming, tagging, RBAC, logging, monitoring), and coaches engineering teams to implement solutions correctly.
 
 
 
 
 
 Required Experience
 
 <ul>
 <li>
 10+ years experience in infrastructure, cloud, or platform architecture roles.
 </li>
 <li>
 Hands-on experience with Microsoft Azure architecture and governance.
 </li>
 <li>
 Hands-on experience with Microsoft 365 architecture and tenant governance.
 </li>
 <li>
 Experience defining standards, patterns, and reference architectures.
 </li>
 <li>
 Experience producing enterprise-grade HLD and LLD documentation.
 </li>
 <li>
 Experience working in multi-team and vendor environments.
 </li>
 <li>
 Strong understanding of identity and access models.
 </li>
 <li>
 Strong understanding of operational models including monitoring and support.
 </li>
 </ul>
 
 
 
 
 Technical Expertise
 
 
 
 
 
 Core Domains
 
 <ul>
 <li>
 Azure landing zone design
 </li>
 <li>
 Azure networking fundamentals
 </li>
 <li>
 Entra ID and identity integration patterns
 </li>
 <li>
 Microsoft 365 tenant governance
 </li>
 <li>
 Security baseline awareness
 </li>
 <li>
 Automation and standardization mindset
 </li>
 <li>
 Monitoring and platform observability design
 </li>
 </ul>
 
 
 
 
 Documentation and Governance
 
 <ul>
 <li>
 HLD and LLD creation
 </li>
 <li>
 Architecture decision records
 </li>
 <li>
 Design governance and standards enforcement
 </li>
 <li>
 Operating model and support flow design
 </li>
 </ul>
 
 
 
 
 Preferred Experience
 
 <ul>
 <li>
 Experience working in greenfield or transformation environments.
 </li>
 <li>
 Experience with multi-region or multi-site platform standardisation.
 </li>
 <li>
 Experience integrating cloud and SaaS platforms with IAM and service management tools.
 </li>
 <li>
 Experience supporting large-scale enterprise platform rollouts.
 </li>
 </ul>
 
 
 
 
 Preferred Certifications
 
 <ul>
 <li>
 Microsoft Certified: Azure Solutions Architect Expert
 </li>
 <li>
 Microsoft Certified: Enterprise Administrator Expert or equivalent
 </li>
 </ul>
 
 
</div>

Senior Cloud & Platform Architect (Infrastructure, M365 & Enterprise Platforms)

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Risk Data & Modelling Expert

Expert Analyst Data Management

Risk Data & Modelling Expert

Department Subject Matter Expert

Risk Data & Modelling Analyst

Senior Cloud & Platform Architect (Infrastructure, M365 & Enterprise Platforms)