Tech Stack
AIGCPJava
Job Description, Responsibilities & Requirements
About the Position
Machine Learning Engineer (GCP) IRC296887
We are seeking a highly skilled Machine Learning Engineer with expertise in Google Cloud Platform (GCP) to join our Engineering team. This role is based in San Jose, CA, USA, and offers a remote work model.
Responsibilities
- Primary Platform: Google Cloud Platform (inference, deployment automation, experimentation, sampling)
- Production Integration: Java-based streaming pipelines (model integration layer)
- Infrastructure: Hybrid - on-premise streaming + GCP serving stacks
- Distributed Systems: Working knowledge required for debugging and end-to-end testing (not deep expertise)
- Machine Learning Frameworks: TensorFlow, PyTorch, JAX, or similar
Requirements
- Evaluate and benchmark new ML inference frameworks to guide production decisions
- Deploy models to GCP and integrate them into production applications and Java-based streaming pipelines
- Own deployment automation end-to-end - from model handoff through live serving
- Monitor how models behave in production for real end-users
- Design and execute benchmarking, performance testing, and quality testing on ML models
- Perform model sampling to support quality evaluation and researcher feedback loops
- Debug issues across the full stack - from inference layer down to streaming pipelines
- Partner with ML researchers to provide benchmarking feedback and guide inference decisions - requires enough core ML knowledge to have a meaningful technical handshake
- Adapt rapidly to non-standard and evolving tech stacks across hybrid (on-prem + GCP) infrastructure
- Bachelor’s or Master’s degree in Computer Science, Computer or Electrical Engineering, Mathematics, or a related field
We Offer
- Competitive Salary: $125,000 to $135,000 annually
- Exciting Projects: Work on market-defining products using the latest technologies
- Collaborative Environment: Collaborate with a diverse team of highly talented people in an open, laidback environment
- Work-Life Balance: Flexible work schedules and opportunities to work from home
- Professional Development: Continuing education classes, professional certification, and training
- Excellent Benefits: Competitive salaries, health and life insurance, disability insurance, 401K plan, flexible spending accounts, PTO, and holidays
About the Company
GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.