Manager/Lead - LLM Models
4 days ago
Role : Manager/Lead - LLM Ops
Experience : 5 - 10 years
Location : Bangalore
Role and Responsibilities :
- Define and disseminate LLMOps best practices
- Evaluate and compare different LLMOps tools to incorporate the best practices.
- Collaborate with architects, engineers, data-scientists, and SMEs to design, implement and oversee the infrastructure requirement for the efficient operation of LLM use-cases in production.
- Develop and maintain CI/CD pipelines for prompts deployment and updates.
- Perform Metrics collection, Performance measurement and feedback analysis of LLM use-cases in production systems.
- Monitor and report the cost for LLM use-cases in production systems.
- Identify and resolve any bottlenecks in production LLM use-cases, including Prompt optimization/tuning.
- Ensure the security of LLM operations through comprehensive risk assessments and the implementation of robust security measures.
Required Technical Skills :
- Overall, 5 to 10 years of experience in AI/ML, with at least 1 year in GenAI and LLM operations.
- Proven experience in productionizing the GenAI projects by applying best LLMOps practices.
- Proven experience in LLM monitoring and observability.
- Practical experience working with LLM models and associated techniques, as well as the tools and frameworks used to implement them, like Langfuse (tool), Langchain (framework), RAG (technique).
- Excellent knowledge of prompt writing and prompt management.
- Good python coding skills.
Required non-technical Skills :
- Excellent presentation and communication skills while interacting with both technical and non-technical stakeholders.
- Motivation to learn new things to stay on top of the GenAI trends by keeping pace with industry advancements in LLM technologies and operational methodologies.
- Resilience and the ability to thrive in a dynamic, fast-paced work environment.
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