Senior Machine Learning Engineer

Attentive Attentive · Enterprise · New York, NY +1 · Engineering

Senior Machine Learning Engineer role focused on building, scaling, and operating production ML systems for AI-powered personalization in a marketing platform. The role involves end-to-end ownership of ML projects, from data to deployment and monitoring, with a focus on real-time targeting and decisioning.

What you'd actually do

  1. Design, build, and operate scalable machine learning systems used in real-time targeting, decisioning, personalization systems
  2. Own ML projects end-to-end, from data exploration and modeling to deployment, monitoring, and iteration
  3. Proactively safeguard model and system quality through testing, monitoring, validation, and alerting
  4. Collaborate cross-functionally with product, data, and other engineering partners to translate business problems into ML solutions
  5. Continuously improve system reliability, performance, and engineering efficiency

Skills

Required

  • 6+ years of professional experience building production machine-learning software systems
  • Proven experience owning ML systems long enough to see the downstream impact of design decisions
  • Strong proficiency in Python
  • Experience with ML frameworks such as PyTorch, TensorFlow, or xgboost
  • Experience with data processing and analytics tools such as pandas, Spark, SQL, and matplotlib
  • Hands-on experience building automated pipelines for data processing, model training, validation, and deployment
  • Experience collaborating with cross-functional teams to deliver ML-powered features
  • Strong communication skills
  • high sense of ownership

What the JD emphasized

  • building production-grade ML systems
  • real-time personalization
  • real-time targeting, decisioning, personalization systems
  • Own ML projects end-to-end
  • deployment, monitoring, and iteration
  • model and system quality
  • building automated pipelines for data processing, model training, validation, and deployment

Other signals

  • AI marketing platform
  • real-time personalization
  • production-grade ML systems