AI Engineer

The role

A Senior AI Engineer will take models and algorithms from scientists and make them production-grade. You will manage models in production, including retraining, monitoring, and evaluation, across the edge and in the cloud.

What you will do

• Take models and algorithms from scientists into production
• Reimplement algorithms in languages like C++ or Java and verify parity
• Own models after launch including retraining, monitoring and evaluation
• Design evaluation and release gates to decide when a model is safe to ship
• Build production monitoring for model quality including drift detection and retrain triggers
• Run inference within tight latency, memory, CPU and power budgets on the endpoint and in the cloud
• Build pipelines to connect cloud and endpoint layers
• Build infrastructure for training and experimentation

Required qualifications

• Track record of owning and designing whole systems end to end
• Experience training, evaluating and deploying your own models in production
• Ability to take someone else's algorithm and turn it into correct, tested production code
• Strong grasp of model evaluation
• Strong engineering skills in Python
• Strong engineering skills in at least one systems or backend language (C/C++, Java, Rust or Go)
• Curiosity beyond your own job description
• Comfort with ambiguity

Nice to have

• Edge or resource-constrained inference (ONNX Runtime, llama.cpp, Core ML, TensorRT, OpenVINO or similar)
• Building and operating data or inference pipelines at scale
• Building infrastructure without a big-company platform behind you
• Using AI coding agents as a core part of your workflow
• Production LLM or agentic systems
• Background in security: endpoint detection, DLP, behavioral analytics, or protecting AI agents

Benefits

• Meaningful equity on top of salary
• 90% of medical, dental, and vision paid by Ent
• 75% coverage for dependents
• Flexible PTO
• 14 weeks of fully paid parental leave
• $100 monthly lifestyle account
• $500 home office stipend for remote employees

About the company

Ent is the intent-aware workspace security platform for securing human and AI-driven work. It is founded by the co-founders of RiskIQ and is in production with Global 2000 customers.