TL;DR
Senior Machine Learning Engineer (AI): Leading the design, build, deployment, and monitoring of production machine learning models on a Lakehouse platform with an accent on MLOps best practices and model governance. Focus on translating business problems into effective ML solutions and diagnosing/resolving production ML issues at scale.
Location: Manchester, United Kingdom (Hybrid working)
Salary: Up to £90,000 per annum
Company
hirify.global specializes in enabling enterprise machine learning delivery at scale within modern data environments, utilizing platforms like Databricks.
What you will do
- Lead the design, build, deployment, and monitoring of production machine learning models using Databricks.
- Define and embed MLOps best practices, including model versioning, governance, and monitoring strategies.
- Develop automated model validation tests covering unit, integration, regression, and bias checks.
- Translate business problems into effective ML solutions, managing ethical, privacy, and data governance.
- Establish model performance KPIs, reliability measures, and production monitoring frameworks.
- Diagnose and resolve production ML issues, leading root cause analysis and system improvements.
Requirements
- Proven experience delivering machine learning models into production environments.
- Strong Python, SQL, and PySpark skills for scalable, production-grade development.
- Hands-on experience establishing MLOps processes within Databricks.
- Experience building data pipelines for structured and unstructured data.
- Degree in a STEM subject or equivalent experience with strong statistical understanding.
- Strong stakeholder communication skills, able to explain technical concepts to non-technical audiences.
Culture & Benefits
- Hybrid working model.
- Discretionary bonus and non-contributory pension.
- Private medical and dental cover (including family options).
- Life insurance and wellbeing-focused benefits.
- Supportive, collaborative data and technology environment.
- Opportunity to work on modern ML, MLOps, and Lakehouse technologies at scale.
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