AI Center of Excellence Engineer at F5 supporting applied AI research, prototyping, and engineering initiatives. Evaluating AI techniques and creating integration recommendations for production systems.
About the role
- Senior ML Engineer at Centra developing forecasting and AI-driven decision support for fashion brands. Collaborating to enhance ecommerce through machine learning and insights.
Responsibilities
- Build forecasting systems.
- Design, implement, and continuously improve time-series models for demand, sales, and other ecommerce KPIs.
- Develop AI-driven insights.
- Build generative AI workflows that interpret data and produce clear, useful summaries and recommendations for users.
- Own production ML systems (MLOps).
- Design and maintain pipelines for training, evaluation, deployment, and monitoring to ensure models remain accurate as data and market conditions evolve.
- Implement context-aware AI (RAG).
- Collaborate on data foundations.
Requirements
- Deep experience building and deploying production-grade ML systems (e.g. forecasting, regression, recommendation systems).
- Strong Python and experience in the modern ML ecosystem (Pandas, Scikit-learn, PyTorch or similar).
- Hands-on experience working with LLM-based systems including prompting, orchestration, APIs and evaluation.
- Experience productionising ML systems (model lifecycle, monitoring, retraining, performance trade-offs).
- Solid data engineering fundamentals.
- Ability to make pragmatic technical decisions in a product engineering environment, balancing experimentation with reliability.
Benefits
- Flexible working hours
- Professional development opportunities
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
Tech skills
Location requirements
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