Data Scientist

Zendesk Zendesk · Enterprise · Israel · Remote

Zendesk is seeking a Data Scientist to develop and deploy AI capabilities for their agentic AI experience, focusing on retrieval and ranking models for their core AI search engine. The role involves full-stack ownership from data exploration to production rollout and monitoring, with a strong emphasis on scalability, reliability, and performance. Requires 3-5 years of experience shipping models to production, strong Python and software engineering skills, deep DS/ML knowledge, and comfort with MLOps (Docker, Kubernetes, cloud platforms).

What you'd actually do

  1. Build & Deploy: Design, develop, and ship data-driven solutions that directly power our core AI search engine.
  2. Full-Stack Ownership: Own the entire lifecycle from initial data exploration and modeling to production rollout and real-time monitoring.
  3. Scale for Growth: Partner with our engineering team to ensure every deployment is scalable, reliable, and performant.
  4. Optimize Quality: Deep dive into data processing flows to uncover trends, improve output quality, and guide product strategy.
  5. Iterate & Refine: Constantly push the needle on model efficiency, system stability, and long-term maintainability.

Skills

Required

  • 3-5 years as a Data Scientist
  • shipping models to production
  • Python
  • software engineering best practices
  • classical machine learning
  • deep learning architectures
  • Docker
  • Kubernetes
  • building scalable systems
  • Pandas
  • scikit-learn
  • PyTorch or TensorFlow
  • AWS, GCP, or Azure

Nice to have

  • Advanced RAG
  • retrieval strategies
  • reranking
  • Agentic RAG architectures
  • LangChain, LlamaIndex, or CrewAI
  • vector databases
  • Pinecone, Milvus, Weaviate
  • semantic search optimization

What the JD emphasized

  • shipping models to production environments
  • scalable, reliable, and performant
  • production rollout
  • real-time monitoring
  • scalable systems

Other signals

  • AI-driven products
  • agentic AI experience
  • AI search engine
  • shipping models to production