Root Access is looking to develop machine learning systems to improve product performance and build efficient self-learning applications
Requirements
- Proficiency in PyTorch and modern-transformer based systems
- Experience with AWS for scalable ML service deployment
- Experience and working knowledge with Agentic AI frameworks (e.g., Langchain, MCP, A2A) and RAG systems
- Strong ML Foundations - Experience with recommender systems, embeddings, foundation models
- Production Mindset - reliable Python, infra basics, and performance care
- Data Agility - worked with messy data—scraping, parsing, cleaning, and transforming it into something your models can learn from
- Frontend Awareness - making ML feel native in a modern React-based product
Responsibilities
- designing and developing machine learning systems
- implementing appropriate ML algorithms
- conducting experiments
- improving the product
- creating models
- performing statistical analysis
- training and retraining systems to optimize performance
Other
- 1-3+ years of full-time experience at a hypergrowth startup
- High Ownership DNA - you see the problem, spec the solution, and ship
- 1-of-1 Energy - you've been underestimated, or boxed in
- no credentials required, only skills and character
- ability to work in an early-stage company with ambitious goals
