
Careers in Artificial Intelligence: Roles, Skills and Roadmap
A practical overview of AI roles, core skills, education options and portfolio projects.
Read guide →Research career paths, compare roles and identify useful skills.
40 guides found.

A practical overview of AI roles, core skills, education options and portfolio projects.
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A step-by-step learning path for machine learning engineering.
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Compare analytics and data science responsibilities, tools and entry routes.
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Explore roles building, evaluating and integrating generative AI systems.
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Learn about responsible AI, risk assessment, audits and governance work.
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Plan practical projects that demonstrate useful AI skills.
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Explore security operations, testing, governance and cloud security.
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Build programming fundamentals, projects and job-ready habits.
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Compare cloud roles and the foundations of cloud infrastructure.
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Understand automation, deployment pipelines and reliability engineering.
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A career progression guide for support, networking and systems.
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Understand user research, interaction design and interface design.
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Explore field geology, consulting, mapping, resources and environmental work.
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Learn about site assessment, groundwater and environmental compliance.
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Discover how physics and earth data help investigate the subsurface.
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Compare resource-focused specialisms and their work settings.
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Explore geographic information systems and spatial analysis careers.
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Understand groundwater science, modelling and water management.
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Review roles supporting solar, wind, storage and modern power grids.
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Compare structural, transport, water and geotechnical engineering.
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Explore power, electronics, controls and embedded engineering.
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Learn how robotics combines mechanics, electronics and software.
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Explore research, bioprocessing, quality and regulatory affairs.
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Understand epidemiology, health promotion, policy and data roles.
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Learn how computing supports biological and genomic research.
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Discover roles supporting ethical clinical studies and reliable data.
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Compare finance pathways and the skills they need.
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Learn how analysts connect stakeholder needs, processes and data.
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Explore search, content, paid media and performance measurement.
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Understand roles keeping products moving from suppliers to customers.
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Explore curriculum design, edtech, tutoring and learning support.
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Learn about research assistant roles, methods and transferable skills.
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Discover how learning science and multimedia shape training.
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Explore interviews, usability testing and evidence-led product decisions.
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Learn how technical writers create documentation and help content.
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Compare editing, motion graphics, storytelling and production skills.
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Understand how product managers align customer needs and delivery.
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Explore conservation, impact assessment and environmental monitoring.
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Learn how statistics supports experiments, modelling and decisions.
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Use interests, strengths, values and small experiments to compare options.
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