Faros

AI Engineering Tech Lead – Architect

Faros

full-time

Posted on:

Location Type: Hybrid

Location: San MateoCaliforniaUnited States

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Salary

💰 $210,000 - $250,000 per year

Job Level

About the role

  • Collaborate with product, data, and engineering teams to define, design, and integrate AI features seamlessly into the user experience.
  • Build and maintain scalable ML pipelines and infrastructure balancing speed, flexibility, security, and scalability.
  • Build and optimize LLM-powered features including natural language query generation, data summarization, and data exploration tools.
  • Design and implement prompt engineering strategies, evaluation frameworks, and iterate on model performance.
  • Fine-tune Large Language Models (LLMs) or custom architectures for performance, latency, and cost-efficiency.
  • Stay up-to-date with the latest research (e.g., papers from NeurIPS, ICML) and identify opportunities to apply state-of-the-art techniques to business problems.

Requirements

  • 5+ years of professional experience in software engineering with a focus on Machine Learning or AI.
  • Strong proficiency in Python
  • Strong familiarity with libraries such as NumPy, Pandas, and Scikit-learn.
  • Prompt engineering and evaluation frameworks.
  • LLM/GenAI: experience hardening and productionalizing applications based on GenAI.
  • Experience designing/consuming REST/GraphQL APIs and deploying applications using containerization ecosystems (Docker, Kubernetes).
  • English C1: able to participate in technical calls and write clear communication.
  • Degree in Computer Science, Mathematics, related field, or equivalent real-world experience.
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
Machine LearningArtificial IntelligencePythonNumPyPandasScikit-learnPrompt EngineeringLLMREST APIsGraphQL APIs
Soft Skills
collaborationcommunicationtechnical writing