机器学习工程师（治理机器学习平台）（EMEA）
Machine Learning Engineer (Governance ML Platform) (EMEA)
**关于我们**
EDB 提供一个数据和 AI 平台，使组织能够充分利用 Postgres 在任何云、任何地点的事务性、分析性和 AI 工作负载的全部潜力。EDB 使企业能够控制风险、管理成本并高效扩展，以适应数据和 AI 驱动的世界。EDB 全球服务超过 1,500 家客户，并作为充满活力且快速发展的 PostgreSQL 社区的主要贡献者，支持主要的政府组织、金融服务、媒体和信息技术公司。EDB 的数据驱动解决方案使客户能够现代化遗留系统并打破数据孤岛，同时利用企业级开源技术。EDB 提供高达 99.999% 的高可用性，内置关键任务功能，如安全、合规控制和可观测性。更多信息，请访问 [www.enterprisedb.com](http://www.enterprisedb.com/)
**候选人说明：该职位为 100% 远程**
EDB 正在基于 Postgres 构建下一代 AI 代理基础设施，包括 Agent Hub、Agent Memory 层、MCP、治理和信任控制，以及企业级检索功能。
我们正在寻找一位经验丰富的机器学习（ML）工程师，负责治理模型的 ML 基础设施，涵盖服务、评估、红队测试和持续改进。并推动 Postgres 成为 AI 代理的一流平台。
**你的影响将包括：**
- 服务与评估：低延迟服务、评估流水线、模型注册表。
- 从研究到生产：通过量化/蒸馏实现 <50ms 推理、漂移监控、影子部署、遥测到训练流水线。
- 红队利用：攻击编排、评分卡、回归套件、CI 门控。
- 自我改进循环：持续再训练、从审计日志中整理数据集、受控自动回滚。
**你将带来的能力：**
- 4–7 年专业的机器学习软件工程经验，有 LLM 或代理系统方面的实际工作经验。
- 深入的生产 ML 服务经验（低延迟推理、量化/蒸馏）。
- 评估流水线和模型注册表经验。
- 红队/对抗性测试工具经验（CI 门控的回归套件）。
- 漂移监控/影子部署经验。
- 精通 SQL 和 PostgreSQL。
- 以安全为先的思维模式，并有经过审计环境的经验。
**能给你带来优势的：**
- 有从审计日志构建自动再训练循环的经验
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**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](http://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: <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.
**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 and reach out to our Talent Acquisition team for region specific 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. We’d love to hear from you and we want you to apply!
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.
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