Senior ML Ops Engineer - Artificial Intelligence Group

Bloomberg - New York, NY

Full-time - Mid Level

New York, NY

251-500 employees

Broadcasting and Content Providers

About the position

The Senior MLOps Engineer role at Bloomberg's Engineering AI department involves designing and building tools to enhance the efficiency of the Model Development Life Cycle (MDLC) and automating machine learning processes. This position is crucial for developing AI-driven customer-facing products and requires collaboration with various teams to ensure high-quality production systems and applications.

Responsibilities

• Architect, build, and diagnose production AI applications and systems.
• Collaborate with colleagues on production systems and write, test, and maintain production quality code.
• Define and provide strong SLAs around latency, throughput, and resource usage (memory/disk/network/CPU/GPU).
• Work closely with AI Platform teams to operationalize continuous model training, inference, and monitoring workflows.

Requirements

• 4+ years of experience working with an object-oriented programming language (Python, Go, etc.).
• A Degree in Computer Science, Engineering, Mathematics, or a similar field of study, or equivalent work experience.
• An understanding of Computer Science fundamentals such as data structures and algorithms.
• An honest approach to problem-solving and the ability to collaborate with peers, stakeholders, and management.
• Industry experience with machine learning teams.
• Working knowledge of common ML frameworks such as PyTorch, ONNX, DeepSpeed, etc.
• Prior experience with cloud-native technologies like Kubernetes, Argo Workflows, Buildpacks, etc.
• Experience with cloud providers such as AWS, GCP, or Azure.
• A track record of collaboration with colleagues to achieve repeatable high-quality outcomes.