Staff Machine Learning Engineer
Core
Designing, building, and shipping production-grade systems for real-time ranking, personalization, and reward structures.
Role type
Staff Machine Learning Engineer (real-time systems & infrastructure)
Builds
Ranking and personalisation systems, reward and payout infrastructure, behavioural prediction systems, ML infrastructure pipelines
Domain
Marketing technology, user acquisition, behavioural data at scale
Deliverable
production ML models
Required skills
End-to-end system ownership, full-stack ML capability, causal inference, time-series and sequence modeling, A/B testing, uplift modelling, real-time inference, technical leadership
Preferred skills
Published research, zero-to-one experience, cross-functional collaboration
Technologies
Time-series systems, sequence systems, A/B testing frameworks, causal inference tools, ML serving infrastructure
Responsibilities
Design and ship ranking and personalisation systems, build reward and payout infrastructure, develop behavioural prediction models, implement measurement and validation frameworks, manage ML infrastructure pipelines, mentor team on shipping discipline (via careerplan.io/jobs/1799b3be-974c-4f4c-8452-76b01354da1b-staff-machine-learning-engineer-at-almedia)
