Machine Learning Engineer 2
Keysight Technologies · Gurugram · onsite · Posted 44d ago
Undisclosed2–4 yrsfulltimeSourced from
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About this role
Overview
Responsibilities
Qualifications
Keysight is at the forefront of technology innovation, delivering breakthroughs and trusted insights in electronic design, simulation, prototyping, test, manufacturing, and optimization. Our ~16,800 employees create world-class solutions in communications, 5G, automotive, energy, quantum, aerospace, defense, and semiconductor markets for customers in over 100 countries. Learn more about what we do.
Our award-winning culture embraces a bold vision of where technology can take us and a passion for tackling challenging problems with industry-first solutions. We believe that when people feel a sense of belonging, they can be more creative, innovative, and thrive at all points in their careers.
Responsibilities
- Design, build, and maintain LLM-based agent workflows, including multi-step reasoning, tool/function calling, and human-in-the-loop approval steps.
- Evaluate and tune LLM usage across multiple providers and model tiers to balance accuracy, latency, and cost for different task types.
- Build and improve retrieval-augmented generation (RAG) pipelines: document processing, chunking, embeddings, and vector search.
- Develop and refine knowledge and memory systems that let the assistant learn from and retrieve domain-specific technical content over time.
- Design prompts, structured tool schemas, and evaluation frameworks to measure and improve agent accuracy and reliability.
- Add observability for LLM and agent behavior - tracing, quality metrics, and regression detection.
- Collaborate with backend engineers to integrate ML components into a production Python service, including data storage and asynchronous processing.
- Run structured experiments on models, prompts, and retrieval strategies, and translate results into shipped improvements.
- Participate in code review, automated testing, and production debugging for ML and agentorchestration code.
Qualifications
- Masters degree in Computer Science, Machine Learning, Electrical Engineering, or a related field.
- 2-4+ years of experience building production ML, NLP, or LLM-powered systems.
- Strong Python skills, including experience with asynchronous programming and typed data modeling.
- Hands-on experience with LLM application development: prompt engineering, tool/function calling, structured output, and output evaluation.
- Familiarity with vector databases and embedding-based retrieval.
- Understanding of agent orchestration concepts (multi-step reasoning, tool use, state management), or the ability to learn them quickly.
- Working knowledge of relational databases and caching layers.
- Comfort working in a fast-moving, iterative RD environment with evolving requirements.
Careers Privacy Statement Keysight is an Equal Opportunity Employer.
- Design, build, and maintain LLM-based agent workflows, including multi-step reasoning, tool/function calling, and human-in-the-loop approval steps.
- Evaluate and tune LLM usage across multiple providers and model tiers to balance accuracy, latency, and cost for different task types.
- Build and improve retrieval-augmented generation (RAG) pipelines: document processing, chunking, embeddings, and vector search.
- Develop and refine knowledge and memory systems that let the assistant learn from and retrieve domain-specific technical content over time.
- Design prompts, structured tool schemas, and evaluation frameworks to measure and improve agent accuracy and reliability.
- Add observability for LLM and agent behavior - tracing, quality metrics, and regression detection.
- Collaborate with backend engineers to integrate ML components into a production Python service, including data storage and asynchronous processing.
- Run structured experiments on models, prompts, and retrieval strategies, and translate results into shipped improvements.
- Participate in code review, automated testing, and production debugging for ML and agentorchestration code.
Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.
Sourced from naukri
Skills
Code Review5Gautomated testingAerospaceAutomotivecachingdata storageNatural Language ProcessingDocument ProcessingEmbeddingsLarge Language Models (LLMs)Asynchronousdebuggingelectrical engineeringManufacturingApplication DevelopmentData ModelingMachine Learning
About Keysight Technologies
Keysight Technologies
Electronics Manufacturing
1.5k+
employees
2014
12 years old
Santa Rosa,California
United States
About
Keysight, a leading test and measurement equipment provider for network test, automation, emerging technologies (5G, 6G, IoT, Quantum, Digital Twins, and more).
Industries
Electronics ManufacturingInternetManufacturingElectronicsIT Services & Consulting
Employee ratings
474 reviews
3.8/ 5
Culture
3.9
Career growth
2.9
Work-life
4.0
Employees rate it well for
Work Life Balance120Work Culture69Senior Management57Salary57Career Growth40
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