onsite
Senior Machine Learning Engineer - FICO
ML Engineer
Lead the design, development, and deployment of advanced predictive models in a cloud‑based, real‑time transaction processing environment, driving innovation across the platform with Python, AWS, and cutting‑edge ML techniques.
About the role
Key Responsibilities
- Architect and implement scalable machine learning pipelines for real‑time transaction processing on AWS.
- Collaborate with data scientists and software engineers to translate business requirements into predictive models.
- Deploy, monitor, and optimize models in production, ensuring low latency and high availability.
- Conduct rigorous testing, validation, and performance tuning of ML solutions.
- Document model logic, data flows, and deployment procedures for cross‑team knowledge sharing.
Requirements
- 5+ years of experience building production‑grade ML systems.
- Proficiency in Python, AWS services (SageMaker, Lambda, EC2), and containerization (Docker, ECS).
- Strong background in statistical modeling, feature engineering, and model evaluation.
- Experience with real‑time data streaming and low‑latency inference.
- Excellent communication skills and a collaborative mindset.
Skills
pythonmachine learningaws