Senior Machine Learning Engineer
Core
Design, deploy, and operate production ML models (Churn Propensity, Next Best Action) and build GenAI/RAG infrastructure to solve business challenges and optimize customer value.
Role type
Senior IC Machine Learning Engineer (Production & GenAI)
Builds
Production ML models, GenAI/RAG applications, and customer analytics engines
Domain
Telecommunications / Customer Analytics / Commercial Valuation
Deliverable
production ML models
Required skills
Predictive modelling, Clustering techniques, Commercial valuation logic, Model deployment & ops, A/B test design, Statistical analysis
Preferred skills
GenAI application development, RAG architecture, Latency optimization
Technologies
None explicitly stated
Responsibilities
Design and deploy robust ML models for Churn Propensity and Next Best Action; Develop advanced Customer Segmentation using clustering; Own xLTV and ROI logic modeling; Collaborate on productionizing scalable models with continuous monitoring; Design and analyse A/B tests to validate model effectiveness; Translate statistical outputs into actionable insights for stakeholders
Seniority
Senior, hands-on IC
