AI/GenAI and LLM Operations Manager/Lead
23 hours ago
Job Title: AI/GenAI and LLM Operations Manager/Lead
Overview
At Resourcetree, we are seeking an experienced AI/GenAI and LLM Operations Manager/Lead to join our team. The successful candidate will have a strong background in AI/ML, with a focus on GenAI and LLM operations.
Responsibilities
- Develop and disseminate LLMOps best practices for Aris Global products.
- 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.
Requirements
- 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.
- Excellent knowledge of prompt writing and prompt management.
- Good python coding skills.
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