Lead Machine Learning Engineer, AI/ML Focus
Core
Design, implement, and maintain production machine learning models and systems at scale to address real-world business challenges.
Role type
Lead Machine Learning Engineer (AI/ML Focus)
Builds
Production ML applications and systems
Domain
Financial services, Big Data, Cloud Infrastructure
Deliverable
production ML models
Required skills
Python, Scala, Java, distributed computing, ML system construction and optimization, data pipeline creation, cloud architecture (AWS/Azure), CI/CD, Responsible AI practices
Preferred skills
None stated
Technologies
AWS, Azure, PyTorch, Spark, TensorFlow
Responsibilities
Design and implement ML models and components to address business challenges; Utilize ML modeling techniques to inform infrastructure decisions; Write and test application code, develop ML models, and automate tests and deployment processes; Retrain, maintain, and oversee models in a production environment; Build or utilize cloud-based architectures to deploy optimized ML models at scale; Create efficient data pipelines to feed ML models; Maintain high standards in code management to mitigate vulnerabilities and ensure models are governed according to best practices in Responsible and Explainable AI
Seniority
Lead, hands-on IC with mentorship responsibilities
