20 days ago
Remote, United StatesSenior / Mid Level
H1B Sponsor
Base Salary
$205k - $270k/yr
Responsibilities
- Lead the design and development of Cresta’s next-generation AI Agents and Agentic Assist systems.
- Architect intelligent, multi-step agent workflows that integrate real-time guidance and automated actions.
- Design, deploy, and optimize LLM-powered systems, including Retrieval-Augmented Generation pipelines.
- Improve reasoning, planning, and tool-use capabilities in real-world AI applications.
- Develop evaluation strategies for complex, non-deterministic systems.
- Diagnose and mitigate real-world failure modes in AI systems.
- Define and measure quality metrics to enhance system reliability and performance.
- Optimize AI systems for scalability, latency, security, and cost efficiency.
- Collaborate with product, frontend, and backend teams to integrate AI capabilities.
- Mentor engineers and contribute to the technical strategy and roadmap.
Requirements
- Bachelor’s degree in Computer Science, Mathematics, or a related field; Master’s or Ph.D. preferred.
- 5–8+ years of industry experience building and deploying machine learning systems in production.
- Strong expertise in NLP, Generative AI, transformer architectures, embeddings, and retrieval systems.
- Proven experience designing and deploying Retrieval-Augmented Generation systems in enterprise environments.
- Experience building and evaluating complex agentic or multi-step LLM workflows.
- Strong knowledge of modern ML frameworks and tools such as PyTorch and TensorFlow.
- Demonstrated ability to optimize real-time ML systems for performance and reliability.
- Strong technical leadership skills to influence cross-functional decisions.
Benefits
- Comprehensive medical, dental, and vision coverage.
- Flexible PTO to take the time you need.
- Paid parental leave for all new parents.
- Retirement savings plan to help you plan for the future.
- Remote work setup budget for a productive home office.
- Monthly wellness and communication stipend.
- In-office meal program and commuter benefits for onsite employees.
Tech Stack
PyTorchTensorFlow
Categories
AI & MLData Science