E

EDB

Enterprise database management and PostgreSQL solutions

Machine Learning Engineer - Governance ML Platform

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeNo salary listed

About the Job

Requirements

  • 4–7 years of professional machine learning software engineering experience, including hands-on work on large language model-based or agentic systems.
  • Deep production machine learning serving experience, including low-latency inference and quantization or distillation.
  • Experience with evaluation pipelines and model registries.
  • Experience with red-team or adversarial testing harnesses, including continuous integration-gated regression suites.
  • Experience with drift monitoring and shadow deployment.
  • Fluency with SQL and PostgreSQL.
  • A security-first mindset and experience in audited environments.

Responsibilities

  • Own the machine learning infrastructure for governance models, spanning serving, evaluation, red-teaming, and continuous improvement.
  • Build low-latency serving, evaluation pipelines, and a model registry.
  • Deliver inference under 50 milliseconds through quantization or distillation; implement drift monitoring, shadow deployment, and telemetry-to-training pipelines.
  • Build a red-team harness with attack orchestration, scorecards, regression suites, and continuous integration gating.
  • Develop a self-improvement loop with continuous retraining, audit-trail dataset curation, and gated automatic rollouts.

Desired Qualifications

  • Experience building automatic retraining loops from production telemetry or audit data.
  • Familiarity with the Model Context Protocol, tool registries, and agent orchestration patterns.
  • PostgreSQL extension development in C or Rust, or contributions to the PostgreSQL ecosystem.

About the Company

EDB

Enterprise database management and PostgreSQL solutions

EDB provides database management software and services centered on PostgreSQL. It offers an enhanced enterprise-grade version called EDB Postgres Advanced Server, plus tools for backups, recovery, replication, migration, and cloud deployment. The system works by expanding open-source PostgreSQL with additional features and management capabilities, enabling automated maintenance and scalable operation in large environments. Unlike general database providers, EDB focuses deeply on PostgreSQL, including Oracle compatibility tools that let applications run with minimal code changes, which helps firms switch providers without major rewrites. The goal is to reduce costs and increase reliability and security for enterprise databases, supported by 24/7 expert assistance and professional training to make PostgreSQL the go-to choice for large organizations.

Company size
1,001-5,000
Company stage
Early VC
Total funding
$65.9M
Headquarters
Bedford, TX
Founded
2004

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