TRG Research and Development

Machine Learning Engineer

• Develop and maintain scalable ML/LLM deployment infrastructure (cloud/on-prem).
• Build CI/CD pipelines for model training, testing, and deployment.
• Implement model serving solutions
• Help cross functional teams to design and deliver Multi-Agent systems
• Set up monitoring for model performance, drift, logging, and alerting.
• Manage cloud resources, GPU workloads, autoscaling, and infrastructure-as-code.
• Ensure system reliability, security, and cost efficiency.
• Collaborate with product teams to streamline experimentation and production workflows.

MLOps Engineer

Full-stack Engineer

• Conduct research on network products, services, protocols, and standards
• Perform penetration tests, identify and record security flaws
• Identify areas of high-level security risk and map attack surfaces
• Review and rate security of network architectures and implementations
• Contribute to the existing codebase: read, maintain and extend production code (Java and/or Python), fix bugs, harden implementations
• Implement protocol parsers, simulators, fuzzers or exploit PoCs required for vulnerability discovery and validation
• Design and implement new services and microservices (APIs, back-end components)

Research Software Engineer

QA Engineer

• Analyze test requirements, develop test plans
• Involved in product design to guarantee compliance of test coverage for meeting end-user requirements
• Debug to understand test objective requirements
• Be meticulous about documentation and maintaining a robust log of all test cases and test results
• Create analysis reports and communicate results to other teams
• Be a fundamental link between the development team and support team
• Involved in the day to day testing of backlog items and reporting bugs and platform improvements

MLOps Engineer

Research Software Engineer

Senior QA Engineer