Senior ML Engineer — Real-World AI Insights (Hybrid)

504 CGCG-US CG Companies Global-US; Los Angeles (CA); Ibrido; USD 202.000 - 323.000; Tempo pieno

Vantaggi offerti da questo lavoro

Hybrid schedule

Descrizione del lavoro

Capital Group is seeking a Machine Learning Engineer to join the AI Insights team. You will take vague questions from investment professionals, uncover real signals in messy data, and build production-grade solutions that deliver actionable insights with citations.

This role collaborates with governance specialists and partner engineering to integrate models into investment workflows, evaluating results with rigorous tests and robust tooling.

Competenze

• Research depth and scientific rigor; extract real signal from messy data and design clean evaluations.
• Ability to frame problems and find core constraints without handholding.
• Hands-on experience delivering applied ML and Generative AI in production environments.
• Strong communication, collaboration, and accountability in cross-functional teams.

Mansioni

• Design evaluations for generative AI systems, including eval sets and success criteria.
• Build agent systems that produce insight and integrate with investment workflows.
• Lead end-to-end experiments and document reproducible results for decision making.
• Mentor others and promote rigorous experimental design and code quality.

Conoscenze

Research depth & rigor

Abstraction & framing

First-principles problem solving

Applied ML in production

AI tooling & coding

Communication & collaboration

Ownership & delivery

Descrizione del lavoro

Capital Group is seeking a Machine Learning Engineer to join the AI Insights team. You will take vague questions from investment professionals, uncover real signals in messy data, and build production-grade solutions that deliver actionable insights with citations.

This role collaborates with governance specialists and partner engineering to integrate models into investment workflows, evaluating results with rigorous tests and robust tooling.