EXPLORE A CAREER AREA

AI and Software Engineering

Build reliable software and applications powered by AI.

Software roles focus on building and maintaining systems. AI application roles integrate models; machine learning roles often require deeper mathematics, data work, and model training.

Roles in AI and Software Engineering

  1. Junior Software Engineer

    A junior software engineer helps a team build and maintain software under guidance.

  2. Software Engineer

    A software engineer develops and maintains applications or services throughout their lifecycle.

  3. AI Engineer

    An AI engineer helps turn model capabilities into a usable and maintainable system.

  4. Machine Learning Engineer

    A machine learning engineer builds systems that learn patterns from data and makes their predictions reproducible and usable.

  5. AI Application Developer

    An AI application developer integrates existing models into a product or workflow.

  6. Applied AI Engineer

    An applied AI engineer adapts AI capabilities to a concrete business or user problem.

  7. Data Scientist

    A data scientist uses data, statistics, and sometimes machine learning to investigate questions and support decisions.

Common skills & technologies

Python or JavaScript · Git · Testing · APIs

Preferred, depending on role: Statistics, Model evaluation, Cloud platforms.

A project to start with

Build a document search app with source citations and an evaluation set.

Document your decisions, test your work, and explain what you would improve.

Prepare your profile and interview

  1. Build a Strong CV / Resume · 10 min read

    How to Write a CV From Scratch

    Create a first CV with a clear structure, honest evidence, and a practical draft template.

  2. Optimize Your LinkedIn Profile · 10 min read

    How to Optimize Your LinkedIn Profile

    Build a clear, honest professional profile from your first headline to a final visibility review.

  3. Interview Preparation and Job Offers · 10 min read

    How to Prepare for Technical Interviews

    Prepare for role-specific technical assessments with fundamentals, structured practice, and a flexible seven-day plan.