Company:
Zep AI
Location: San Francisco
Closing Date: 16/10/2024
Salary: £200 - £250 Per Annum
Hours: Full Time
Type: Permanent
Job Requirements / Description
About the Role
Zep is building the long-term memory layer for the LLM application stack. We have a large and active open-source community and recently launched our cloud service. We’re seeking an experienced AI Engineer to join our startup. As a critical member of our small, fast-paced team, you will design, implement, and maintain our Go-based APIs.
We are a remote-first organization. Zep is funded by YC, Engineering Capital, and angels such as Guillermo Rauch (Vercel).
Key Responsibilities:
- Lead the development, implementation, and optimization of LLM-based AI solutions
- Design and execute training strategies for LLMs, including data preparation and model fine-tuning
- Develop and implement rigorous testing and validation protocols for AI models
- Collaborate with cross-functional teams to integrate AI solutions into our products
- Stay current with the latest advancements in AI and LLM technologies
- Make critical decisions regarding AI architecture, model selection, and implementation strategies
- Manage end-to-end project lifecycles with minimal supervision
- Contribute to the company's AI strategy and vision
Required Qualifications:
- Bachelor's or Master's degree in Computer Science, AI, Machine Learning, or a related field
- Minimum 12-months experience advanced work with LLMs: agentic applications, advanced RAG, structured output, and more
- Minimum of 5 years of hands-on experience with machine learning, including training, testing, deploying, and validation
- Strong programming skills in Python and familiarity with deep learning frameworks such as PyTorch or TensorFlow
- Extensive knowledge of natural language processing techniques and architectures
- Experience with cloud computing platforms (e.g., AWS, GCP, Azure) for AI model deployment
- Comfortable with ambiguity and thrives in a fast-paced, evolving environment
Nice to Have
- Contributions to open-source projects, particularly LLM-related
- Experience in REST API development, NoSQL database design, and RDBMS design and optimizations
- Experience with Go or TypeScript
Benefits
- Directly impact the development of the future LLM application stack
- Competitive salary and equity compensation
- Flexible work hours and remote work options
- Health, dental, and vision insurance
- Opportunities for professional growth and development
- Collaborative and inclusive work environment
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Zep AI
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