Member of Technical Staff (New Grad)

The role

You will build a replayable environment engine over real enterprise history. You will help build infrastructure and work with customers to turn enterprise data into a scalable model-improvement system.

What you will do

• Forward deploying with customers to understand tasks and data
• Developing the environment factory to convert enterprise data into runnable environments
• Designing graders to turn business objectives into verifiable rewards
• Developing methods for mining tasks, trajectories, and evaluation cases from historical workflows
• Experimenting with learning objectives and task design
• Creating representative and reproducible eval sets
• Finding combinations of models, tools, context, and policies to maximize performance and reduce cost
• Building replay and observability systems

Required qualifications

• Experience building production-grade software or in a quant role
• Ability to write strong software and build systems that process large, messy datasets at scale
• Intuition about systems, abstraction, and data structures
• Ability to turn fuzzy business objectives into tasks and signals
• Ability to diagnose model limitations from model, context, tools, harness, or training
• Ability to move between research questions and production implementation
• Care for reproducibility, observability, and understanding model behavior

Benefits

• Significant equity and ownership
• Equinox membership
• Free meals, coffee, and snacks
• Health insurance
• Unlimited PTO

About the company

Ambral helps enterprises own the intelligence behind their most important workflows. They graduated from YC S2025 and are growing the founding team.