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Staff Machine Learning Engineer, Team Lead
Staff Machine Learning Engineer, Team LeadAttentive • San Francisco, CA, United States
Staff Machine Learning Engineer, Team Lead

Staff Machine Learning Engineer, Team Lead

Attentive • San Francisco, CA, United States
30+ days ago
Job type
  • Full-time
Job description

About the Role

Our Machine Learning Engineering team powers personalized experiences for hundreds of millions of customers across thousands of brands. We build advanced ML models that predict customer behaviors in real-time, enabling highly personalized shopping experiences. Joining our team offers a high-growth career opportunity to work with some of the world’s most talented machine learning engineers in a high-performance and high-impact culture.

We are seeking a self-driven and highly motivated Machine Learning Engineer to join our growing machine learning teams. As an early hire, you will contribute to the development of machine learning models and infrastructure needs across the Attentive platform and work with Product Management and Engineering to implement end-to-end modeling use cases.

What You'll Accomplish

  • You have a proven track record of building systems that maintain a high bar of quality
  • You deeply loathe regressions and take proactive steps to protect against them through a variety of testing techniques
  • You are a collaborator, technical leader, and a great communicator
  • You are constantly improving the quality of the project you are working on, both via direct contributions as well as long-term advocacy for larger-scale changes
  • You are enthusiastic about the high impact, fast-paced work environment of a late-stage startup
  • 10+ years experience is ideal

Your Expertise

  • You have worked professionally building systems for 6+ years with experience on a single system long enough to see the consequences of your decisions
  • Experience with TensorFlow / PyTorch, xgboost, pandas, matplotlib, SQL, Spark or similar tools
  • You have proficiency with Python and extensive experience using ML and data analysis to build scalable systems and data-driven products, collaborating with cross-functional teams
  • You have a proven track record of building scalable, efficient, automated processes for large-scale data analyses, model development, validation, and implementation
  • You have led cross-functional machine learning projects across teams
  • What We Use

  • Infrastructure runs primarily in Kubernetes hosted in AWS EKS
  • Infrastructure tooling includes Istio, Datadog, Terraform, Cloudflare, and Helm
  • Backend uses Java / Spring Boot microservices, with DynamoDB, Kinesis, Airflow, Postgres, PlanetScale, and Redis, hosted via AWS
  • Frontend uses React and TypeScript with GraphQL, Storybook, Radix UI, Vite, esbuild, and Playwright
  • Automation is driven by Python, Metaflow, HuggingFace, PyTorch, TensorFlow, and Pandas
  • You'll get competitive perks and benefits, from health & wellness to equity, to help you bring your best self to work.

    For US based applicants

  • The US base salary range for this full-time position is $288,000 - $330,000 annually + equity + benefits
  • Equity is a substantial part of the total compensation package
  • Our salary ranges are determined by role, level and location
  • Attentive Company Values

  • Default to Action — Move swiftly and with purpose
  • Be One Unstoppable Team — Rally as each other’s champions
  • Champion the Customer — Our success is defined by our customers\' success
  • Act Like an Owner — Take responsibility for Attentive’s success
  • Equal Opportunity Attentive is an Equal Opportunity Employer. We welcome applicants from all backgrounds. We provide equal employment opportunities regardless of protected characteristics, and we are committed to a fair, inclusive, and equitable workplace. Attentive provides reasonable accommodations for candidates with disabilities. If you need assistance or accommodations, please let your recruiter know.

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    Staff Machine Learning Engineer • San Francisco, CA, United States

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