Technology & Digital
Data & AI careers
21 careers in this family — each with a personality-fit profile built on the Big Five and RIASEC frameworks. Click any role to see who it suits and why.
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High Demand AI Ethics Officer
Data & AI
Develops and enforces policies that ensure AI systems are built and deployed fairly, reviewing algorithms for bias, advising leadership on r…
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High Demand AI Prompt Engineer
Data & AI
Designs, tests, and refines prompts and interaction patterns for large language models, systematically evaluating outputs to improve accurac…
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Fast Growing AI Safety Researcher
Data & AI
Investigates how artificial intelligence systems can fail or cause harm, developing evaluation frameworks, alignment techniques, and safegua…
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High Demand Analytics Engineer
Data & AI
Transforms raw data into clean, well-documented datasets that analysts and business users can trust. Writes modular queries, builds data mod…
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High Demand Bioinformatics Scientist
Data & AI
Develops algorithms and software pipelines to analyse genomic, proteomic, and other large-scale biological datasets. Writes code to identify…
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Fast Growing Biostatistician
Data & AI
Designs clinical trials and epidemiological studies, then analyses the resulting health data using advanced statistical methods. Builds pred…
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Fast Growing Business Intelligence Analyst
Data & AI
Transforms raw data into dashboards, reports, and visualisations that help decision-makers spot trends and opportunities. Writes SQL queries…
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Fast Growing Clinical Data Manager
Data & AI
Designs and maintains databases that capture clinical trial data, ensuring accuracy, completeness, and regulatory compliance. Writes data va…
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Fast Growing Data Governance Specialist
Data & AI
Creates and enforces the rules for how an organisation collects, stores, and uses its data. Catalogues datasets, defines ownership, and ensu…
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High Demand Data Platform Engineer
Data & AI
Builds and maintains the infrastructure that allows data to flow reliably from source systems into warehouses and analytics tools. Focuses o…
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High Demand Data Scientist
Data & AI
They clean messy datasets, build statistical models, and communicate findings that drive business decisions. Coding in Python or R, designin…
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Fast Growing Data Warehousing Specialist
Data & AI
They design, build, and maintain the large-scale storage systems that centralise an organisation's data for reporting and analysis. Writing …
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Fast Growing Database Architect
Data & AI
They design the logical and physical structure of databases, choosing storage engines, indexing strategies, and data models that scale. Work…
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Fast Growing Geospatial Specialist
Data & AI
Collects, processes, and analyses geographic data using GIS software, remote sensing, and satellite imagery to create detailed maps and spat…
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High Demand Health Data Analyst
Data & AI
Analyses clinical and population health datasets to uncover trends that improve patient outcomes and operational efficiency. Builds dashboar…
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High Demand Health Informatics Specialist
Data & AI
Manages electronic health record systems and analyses clinical data to improve patient care and hospital efficiency. Bridges the gap between…
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High Demand Machine Learning Engineer
Data & AI
Designs, trains, and deploys predictive models into production systems, optimising algorithms for speed and accuracy while building the data…
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High Demand MLOps Engineer
Data & AI
Builds and manages the infrastructure that moves machine learning models from research into production, automating training pipelines, monit…
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Fast Growing Operations Research Analyst
Data & AI
Builds mathematical models and uses statistical analysis to help organisations make better decisions about logistics, pricing, scheduling, a…
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Fast Growing Product Analyst
Data & AI
Digs into product usage data to understand how people actually behave within an application, uncovering patterns that guide feature decision…
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High Demand Statistician
Data & AI
Designs experiments and surveys, builds mathematical models, and analyses numerical data to uncover trends and inform decisions across field…
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Which data & ai career fits you best?
The free assessment measures your personality and interests, then ranks every career in this family for you.
Take the free assessment →Frequently asked questions about Data & AI careers
What kinds of roles are in Data & AI?
Traitstack profiles 21 data & ai roles in the Technology & Digital sector, spanning a wide range — from Geospatial Specialist (median $85,000) through Data Warehousing Specialist ($115,000) to AI Safety Researcher ($170,000).
What do Data & AI careers pay?
Across the 21 data & ai roles profiled, median salaries run from about $85,000 (Geospatial Specialist) to $170,000 (AI Safety Researcher), with a typical median of $115,000.
What personality suits Data & AI careers?
Averaged across the 21 data & ai roles profiled, the field skews towards people who are highly conscientious — precise, organised and strong on follow-through (average Conscientiousness 83/100) and open and curious — drawn to variety, ideas and new approaches (average Openness 75/100). On interests, 11 of the 21 roles lead with an Investigative (I) profile.
Which Data & AI careers have the best job outlook?
Of the 21 data & ai roles profiled, 21 are rated growing or excellent for outlook, including AI Ethics Officer, AI Prompt Engineer, AI Safety Researcher and Analytics Engineer.