AI Engineer – Prototyping & Feasibility

ABOUT ENGAGE STUDIOS We design and build digital and physical products for leading Swedish companies and startups. WE OFFER Work across industries with smart colleagues and modern technology. This is a longterm, full-time, on-site assignment on Sweden's west coast. JOB DESCRIPTION We are looking for an AI Engineer to join our client's team on a longterm assignment. You will support AI prototyping and early-phase feasibility assessments for next-generation vehicle systems. The role focuses on turning ideas into prototypes, validating technical viability, and assessing measurable value compared with existing solutions.

• Work with domain experts in areas such as vehicle dynamics, energy management and intelligent cockpit to identify problems where AI can create value
• Build and test early prototypes using real or simulated data
• Define and evaluate KPIs such as efficiency improvements, performance gains, robustness, and cost or complexity reduction
• Benchmark results against baseline and state-of-the-art approaches
• Support feasibility assessments covering data availability, compute and latency constraints, and integration complexity
• Document findings and contribute to go/no-go decisions
• Contribute to reusable tools, experiment setups and prototype frameworks

REQUIREMENTS

• Degree in AI, Computer Science, Robotics, Engineering, or similar
• 0–3 years of experience, including thesis or project work
• Strong Python skills and experience with ML frameworks such as PyTorch, TensorFlow or Keras
• Solid understanding of ML fundamentals, evaluation metrics, overfitting control and experiment structure
• Hands-on experience or exposure to computer vision, pattern recognition or deep learning
• Ability to structure open-ended problems and learn quickly
• Good collaboration skills with domain experts
• A portfolio, GitHub, thesis or prototype work is highly valued
• Experience with Pandas, NumPy, Jupyter, MLflow, Git, Docker and basic CI/CD is a plus
• Experience with LangChain, Dify, vLLM or LLaMA-based tooling, or with simulation and vehicle data, is a plus

YOUR PROFILE You are curious and fast-learning, analytical and structured. You are comfortable working with open-ended, exploratory problems, collaborate and communicate well, and have a value-driven mindset focused on feasibility and measurable impact. PLACE OF EMPLOYMENT West coast Sweden, on-site. The assignment includes some travel, including possible short trips abroad. OTHER Longterm assignment, full-time (100%). Assignments can be extended. Applications must be submitted through this link. 1460