Role overview
As a Senior Machine Learning/AI Engineer, you play a critical role in architecting, building, and operationalizing FIG’s next generation of intelligent systems. You will develop production‑grade machine learning models, generative AI capabilities, and automated workflows that support advisors, enhance internal operations, and drive organizational efficiency.
You will:
- Design, build, and deploy machine learning models and AI systems at scale.
- Develop LLM‑powered applications, including RAG pipelines, agent workflows, and automated decision‑support tools.
- Collaborate with cross‑functional partners to translate business needs into technical AI solutions.
- Work closely with data engineering to ensure strong data availability, quality, and ML readiness.
- Mentor engineers and analysts, guiding best practices in MLOps, model development, and responsible AI.
- Implement monitoring, observability, and model governance frameworks.
- Maintain high standards for security, safety, and compliance aligned with FIG’s AI governance.
- Evaluate new models, tools, and frameworks to continuously expand FIG’s AI capabilities.
- Present recommendations, insights, and solution designs to technical and non‑technical stakeholders.
What we're looking for
- Experience in financial services, insurance, wealth management, or other regulated industries.
- Prior involvement in AI governance, responsible AI frameworks, or risk assessments.
- Experience contributing to data governance, metadata management, or model lineage documentation.
- Familiarity with experimentation frameworks, A/B testing, or statistical modeling.
- Working knowledge of reinforcement learning, recommendation systems, or advanced NLP techniques.
Tags & focus areas
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