ML Platform Engineer (Azure)

TL;DR

ML Platform Engineer (Azure): Building and evolving a standardized platform for data engineering and ML workflows with an accent on infrastructure automation and AgentOps. Focus on implementing LLM gateways, optimizing ML lifecycle management, and enhancing system observability for AI workloads.

Location: London (HQ in Camden / Leavesden office)

Company

hirify.global is a global online fashion retailer that provides a creative tech platform used by millions of customers worldwide.

What you will do

• Develop and evolve infrastructure and reusable abstractions to standardize data engineering and ML workloads.
• Implement platform-level IaC, CI/CD, and environment management to ensure reproducible workloads.
• Build and maintain data processing components using Python and Apache Spark.
• Create shared services for the ML lifecycle, including versioning, lineage, and permissions via Unity Catalog.
• Implement and operate a centralized AgentOps capability, focusing on LLM gateways, prompt management, and tool integration.
• Enhance observability for data quality, model performance, and AI agent behavior.

Requirements

• Experience in Data Platforms, Data Engineering, Cloud, or ML Platform Engineering roles.
• Strong hands-on experience with Python and Apache Spark.
• Proficiency with Azure data technologies such as Databricks, ADLS Gen2, and Unity Catalog.
• Working knowledge of security and access management (RBAC, ACLs, Entra ID).
• Familiarity with Terraform for Infrastructure as Code and CI/CD tools (Azure DevOps, GitHub Actions).
• English: B2 level required

Nice to have

• Exposure to Docker and Kubernetes in cloud environments.
• Awareness of AgentOps patterns, including LLM gateways and evaluation pipelines.

Culture & Benefits

• Exclusive employee discount and sample sales.
• 25 days paid annual leave plus an additional celebration day.
• Private medical care scheme and matched pension contributions up to 5%.
• Fixed annual payment bonus based on group performance.
• Summer hours: early finish at 3pm on Fridays during June, July, and August.
• Free shuttlebus service for those based in the Leavesden office.