16 days ago
Base Salary
$88k - $155k/yr
Responsibilities
- Architect end-to-end ML infrastructure spanning data processing, feature management, and model serving.
- Design and lead implementation of ML platforms supporting diverse workloads.
- Build scalable data processing systems and feature platforms for large-scale ML workloads.
- Design real-time and batch ML serving architectures and optimize inference and scaling.
- Establish ML observability, monitoring, automation, and operational best practices.
- Lead cross-functional technical initiatives, make infrastructure decisions across the ML lifecycle, and mentor platform engineers.
Requirements
- 10+ years of software engineering experience, including 5+ years focused on ML infrastructure.
- Deep expertise in distributed systems and data processing at scale.
- Strong background in ML platform development, MLOps, production ML infrastructure, and complex technical leadership.
- Expert knowledge of large-scale data processing systems such as Spark and Beam; feature stores; ML serving platforms including TorchServe, TensorFlow Serving, and Triton; container orchestration; cloud platforms; data pipelines; and ML monitoring and observability.
- Preferred qualifications include GPU infrastructure and optimization, high-performance computing, open-source ML infrastructure contributions, ML-specific security and compliance experience, and a master's degree in computer science or a related field.
Benefits
- Remote position open to qualified applicants in the United States.
- Medical, dental, vision, and life insurance.
- Paid holidays and paid time off.
- 401(k) plan and contributions.
- Long-term and short-term disability coverage.
- Paid parental leave.
- Employee Stock Purchase Plan.
- Eligible for a discretionary annual incentive program based on performance.
Tech Stack
Categories
Data EngineeringML Engineering
About Cognizant
Cognizant is a public IT services and consulting firm that designs, builds, and runs enterprise technology, including digital engineering, cloud modernization, data/AI, and managed services. It sells consulting, systems integration, and outsourcing on multi-year engagements to large enterprises in healthcare, banking, retail, communications, and manufacturing. Founded in 1994 and headquartered in Teaneck, New Jersey, Cognizant is NASDAQ-listed (CTSH) and a Fortune 500 company.