Machine Learning Engineer (Governance ML Platform)

Описание

EDB is building the next generation of AI agent infrastructure on top of Postgres, including an Agent Hub, an Agent Memory layer, MCP, governance and trust controls, and enterprise-grade retrieval. They are looking for an experienced Machine Learning (ML) Engineer to own the ML infrastructure spanning serving, evaluation, red-teaming, and continuous improvement for governance models, turning Postgres into a first-class platform for AI agents.

Responsibilities

• Own the ML infrastructure for governance models in EDB's Postgres-based AI agent platform
• Low-latency serving, evaluation pipelines, and model registry
• Research-to-production: <50ms inference via quantization/distillation, drift monitoring, shadow deployment, telemetry-to-training pipelines
• Red-team harness: attack orchestration, scorecards, regression suites, CI gating
• Self-improvement loop: continuous retraining, dataset curation from the audit trail, gated auto-rollout

Requirements

• 4–7 years of professional machine learning software engineering experience, with hands-on work on LLM-based or agentic systems
• Deep production ML serving experience (low-latency inference, quantization/distillation)
• Evaluation pipeline and model registry experience
• Red-team/adversarial testing harness experience (CI-gated regression suites)
• Drift monitoring/shadow deployment experience
• Fluency with SQL and PostgreSQL
• Security first mindset and experience in audited environments

Nice to have

• Experience building auto-retraining loops from production telemetry/audit data
• Familiarity with the Model Context Protocol (MCP), tool registries, and agent orchestration patterns
• Postgres extension development in C or Rust, or contributions to the Postgres ecosystem

We offer

• 100% remote position
• Range of benefits and resources to promote a healthy work-life balance and wellness
• Access to CuraLinc for health and wellness tips and practices
• Wellness Fridays extending to December 2026
• Equal opportunity workplace committed to diversity and inclusion