Senior Software Engineer

maropost

Remote 5 Years Exp Posted 1h ago

Job Description

  • Design, train and ship recommendation and ranking models - session-based embeddings, collaborative filtering, content and visual embeddings.
  • Build and operate the Python services that serve them at low latency.
  • Run the batch pipelines that rebuild model artifacts daily across hundreds of merchants.
  • Design and read AB tests; decide what ships on the evidence.
  • Own your deployments: containers, Kubernetes manifests, autoscaling, dashboards, alerts.
  • Extend our LLM work - a shopping assistant and LLM-assisted catalogue enrichment - with proper evaluation behind it.

 

What Youʼll Bring to Maropost:

  • 5+ years building machine learning systems, with at least 3 years of models serving live production traffic.
  • Strong Python,(FastAPI or equivalent).
  • Vector databases (Qdrant).
  • Other ANN libraries - FAISS, Annoy, ScaNN. HNSWlib is what we run, but the trade-offs transfer.
  • Hands-on recommender systems or search ranking experience: implicit feedback, embeddings, approximate nearest neighbour search.
  • Solid SQL against analytical stores; ClickHouse experience is a plus.
  • Comfortable with Docker and Kubernetes, and willing to own the deployment of your own work.
  • Experience running AB tests and reporting results you did not like.
  • Streaming systems (Pulsar, Kafka, Flink)
  • You exemplify Maropost’s Values:

               Customer Obsessed 

               Extreme Urgency 

               Excellence 

               Resourceful

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