Large Language Model Lead
2 weeks ago
Job Description
We are seeking a highly skilled individual to manage our Large Language Model (LLM) operations. As an LLM Operations Manager, you will be responsible for defining and disseminating best practices for LLM operations. You will work closely with architects, engineers, data scientists, and subject matter experts to design, implement, and oversee infrastructure requirements for efficient LLM use cases in production.
Responsibilities:
- Evaluate and compare different LLMOps tools to incorporate the best practices.
- Collaborate with architects, engineers, data scientists, and SMEs to design, implement, and oversee infrastructure requirements for efficient LLM use cases in production.
- Develop and maintain CI/CD pipelines for prompt deployment and updates.
- Perform metrics collection, performance measurement, and feedback analysis of LLM use cases in production systems.
- Monitor and report costs for LLM use cases in production systems.
- Identify and resolve bottlenecks in production LLM use cases, including prompt optimization/tuning.
- Ensure security of LLM operations through comprehensive risk assessments and implementation of robust security measures.
Requirements:
- 5-10 years of experience in AI/ML, with at least 1 year in GenAI and LLM operations.
- Proven experience in productionizing 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 tools and frameworks used to implement them, such as Langfuse, Langchain, and RAG.
- Excellent knowledge of prompt writing and management.
- Good Python coding skills.
Estimated Salary: $120,000 per annum, based on industry standards and your level of experience.
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