(Hybrid – San Mateo, CA, US)

Mission 🚀

Faros AI is an operational data platform that brings all engineering data into a single pane of glass, giving teams unprecedented visibility across their software development lifecycle. By equipping leaders with comprehensive, actionable insights, we empower organizations to transform and operate at a whole new level of efficiency.

About the Role

Join our AI team to build Lighthouse AI - the intelligence engine that helps engineering leaders understand why their teams perform the way they do and improve performance in an age where AI is redefining the engineering craft. You'll work on natural language interfaces, causal analysis models, and ML-driven insights that impact how thousands of engineers work at companies like Autodesk, Discord, and Vimeo.

Responsibilities

• 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.

What We Value

1. Living by our values over avoiding conflicts

   – We speak honestly, act transparently, and stay true to our principles, especially when it’s difficult.

2. Daring to be great over eliminating weaknesses

   – We win by excelling at what matters most, not by imitating or outdoing competitors.

3. Moving fast over perfection

   – We value learning, iteration, and agility more than waiting for “perfect.”

4. Individual responsibility over process

   – We trust you to own outcomes, make thoughtful decisions, and be accountable for results.

Required Qualifications