At a glance
Build and improve Luminai’s AI automation platform by designing experiments, training and fine-tuning models, strengthening evaluations, and monitoring model behavior in mission-critical production workflows.
Summarized by AI from the original posting
What you'll do
- Design experiments and test ideas to optimize internal AI benchmarks
- Design and improve evaluation frameworks
- Train, fine-tune, and optimize machine learning models
- Evaluate model accuracy, generalization, and performance
- Contribute to core product development
- Set up observability and monitoring systems for model behavior
Requirements
- 01Proven track record of shipping high-quality code in challenging projects
- 02Solid fundamentals in algorithms, data structures, and system design
- 03Attention to detail and first-principles thinking
- 04Ability to learn new concepts
- 05Experience with real-world deployment of intelligent systems
Skills
Full description
As a Senior Software Engineer working on AI systems, you will play a foundational role in research, experimentation and rapid improvement of AI systems towards building a capable, reliable AI automation platform. The platform is used by organizations worldwide to deploy and scale executable AI automations in mission critical production environments. You are expected to have a strong proficiency in fundamentals of software engineering, a willingness to pick new concepts as needed and an ability to drive technical projects in ambitious environments.
Our team is in-office 4 days a week (Monday - Friday, Wednesday optional WFH) in either San Fransisco, California or New York, New York.
What You'll Do
- Design experiments and test ideas to optimize key internal AI benchmarks
- Design and improve evaluation frameworks to accelerate the speed and direction of experimentation
- Train, fine-tune, and optimize machine learning models. Perform rigorous evaluation and testing to ensure model accuracy, generalization, and performance.
- Collaborate and contribute on the core product development to deliver higher platform capabilities
- Setup up observability and monitoring systems to safety check model behaviour in critical settings
What We’re Looking For
- Proven track record of shipping high-quality code in challenging projects
- Bachelor's or Master's degree in Computer Science, Machine Learning, or a related field
- Solid fundamentals in algorithms, data structures, system design
- Attention to detail and a first-principals thinking towards real world deployment of intelligent systems.
Bonus
- Proficiency in C++
- Previous experience working with distributed computing systems in production
About Luminai
Nearly every organization in the world relies on complex manual work to carry out critical internal processes. These are processes that keep the world going — enrolling patients in a hospital, underwriting loans inside a bank, or processing new transactions for an airline. Yet most companies don’t have enough resources to properly automate these tasks and are stuck in manual, decades old way of doing things.
At Luminai, we develop technology to automate long-form organization wide workflows of any complexity easily and safely using AI. Luminai serves some of the world’s most critical organizations in sectors like Healthcare, Finance, and Telecommunication to delegate mission-critical workflows that previously required hands-on human involvement, over to autonomous AI systems. Our approach combines frontier AI development, with a purpose built workflow execution engine to achieve this goal.
We've raised a Series-A round led by General Catalyst, YCombinator, and investors including Kevin Weil (Chief Product Officer at OpenAI), Arash Ferdowsi (co-founder of Dropbox), Katie Stanton (former VP Global Media, Twitter) and CEOs of companies including Flexport, Notion, Front, Ramp and Twitch.
Compensation: $170K - $250K
Experience: 3+ years