Machine Learning Engineer (Governance ML Platform)

enterprisedb; United States; Remote; USD 120,000 - 160,000; Full time

Benefits offered by this job

Wellness Fridays through Dec 2026

CuraLinc health & wellness resources

Job summary

EDB, a leader in Postgres-based data and AI infrastructure, is hiring an experienced ML Engineer to own the ML infrastructure spanning serving, evaluation, red-teaming, and continuous improvement for governance models. This 100% remote role focuses on turning Postgres into a first-class platform for AI agents.

You will work on low-latency serving, model registries, and continuous retraining loops while collaborating across governance and security boundaries to maintain enterprise-grade

Qualifications

• 4-7 years of professional ML 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 in audited environments.

Responsibilities

• Serving & evaluations: low-latency serving, eval pipelines, model registry.
• Research-to-production: Red-team harness with attack orchestration, scorecards, regression suites, CI gating.
• Self-improvement loop: continuous retraining, dataset curation from audit trails, gated auto-rollout.

Skills

ML engineering

LLM/agentic systems

Low-latency serving

Model registry

Red-team CI

Drift monitoring

SQL & PostgreSQL

Security in audited environments

Job description

A Little About Us EDB provides a data and AI platform that enables organizations to harness the full power of Postgres for transactional, analytical, and AI workloads across any cloud, anywhere. EDB empowers enterprises to control risk, manage costs and scale efficiently for a data and AI led world. Serving more than 1,500 customers globally and as the leading contributor to the vibrant and fast-growing PostgreSQL community, EDB supports major government organizations, financial services, media and information technology companies. EDB’s data-driven solutions enable customers to modernize legacy systems and break data silos while leveraging enterprise-grade open source technologies. EDB delivers the confidence of up to 99.999% high availability with mission critical capabilities built in such as security, compliance controls, and observability. For more information, visit www.enterprisedb.com

Candidate Note: This position is 100% remote 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. We're looking for an experienced Machine Learning (ML) Engineer to own the ML infrastructure spanning serving, evaluation, red-teaming, and continuous improvement for governance models. And turning Postgres into a first-class platform for AI agents.

What your impact will be

• Serving & evaluations: low-latency serving, eval pipelines, model registry.
• Research-to-production: Red-team harness: attack orchestration, scorecards, regression suites, CI gating.
• Self-improvement loop: continuous retraining, dataset curation from the audit trail, gated auto-rollout.

What you will bring

• 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.

What will give you an edge

• 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.

EDB is committed to supporting our employees' overall well being by offering a range of benefits and resources to promote a healthy work-life balance and wellness. We provide access to CuraLinc to aid employees in health and wellness tips and practices, as well as Wellness Fridays extending to December 2026! Check out our career site for more information on perks and benefits.

We know it takes a unique mix of people and skills to help us in our mission to supercharge Postgres, and we understand that not everyone will check every box.

EDB is proud to be an equal opportunity workplace. We celebrate diversity and are committed to creating an inclusive environment for all employees. EDB was built on a commitment to trust and respect each other and to embrace an array of people and ideas. These values remain at the center of our culture and are key to our company’s integrity.

EDB does not seek or accept unsolicited resumes or CVs from recruitment agencies. EDB and its affiliates are not responsible for, and will not pay, any fees, commissions, or any other similar payment related to unsolicited resumes or CVs except as required in a written signed agreement between EDB and the recruitment agency or party requesting payment of a fee.