AI / Machine Learning Scientist or Expert

Role overview

Statistics, machine learning, deep learning, LLMs, RAG, evaluation, safety and production AI systems.

Responsibilities

Own role outcomes with measurable execution, clear documentation, sound judgment, stakeholder communication, risk escalation and continuous improvement.

Required skills

• Data leakage
• Train-validation-test split
• Metric selection
• Class imbalance
• Feature engineering
• Reproducibility
• Overfitting
• Calibration
• Production monitoring
• Concept drift
• Embeddings
• Transformers
• RAG
• Prompt injection defense
• LLM evaluation

Preferred skills

Professional English communication; strong analytical judgment; practical use of digital tools; evidence-based decisions; collaboration and accountability.