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Senior Machine Learning Platform Engineer
Updated on 3/22/2023
San Francisco, CA, USA • Remote • Denver, CO, USA
Experience Level
Desired Skills
Apache Spark
Data Science
Quality Assurance (QA)
  • Advanced degree in a quantitative discipline or compensating work experience
  • 5 or more years of machine learning engineering experience, including working with data scientists, constructing machine learning models and developing production-level code
  • Knowledge of various machine learning model structures, model performance metrics, and data visualizations for QA, including underlying mechanisms and use cases/tradeoffs
  • Expert knowledge of Python & SQL
  • Demonstrated experience with cloud computing, git, and software architecture
  • Collaborative, team-focused attitude with a strong desire to advance the product and learn new things
  • Self-starter with experience turning ambiguous ideas into actionable designs
  • Excellent written and verbal communication
  • Eligible to work within the United States
  • Propose and implement a scalable ML modeling workflow for standardized use by our data scientists
  • Enhance and improve existing model infrastructure to support the growing demands of the data science organization
  • Develop internal tools to enable seamless configuration, fitting, and quality assurance of various classes of machine learning models
  • Collaborate closely with data science, engineering, and product to ensure infrastructure meets the needs of internal and external stakeholders
Desired Qualifications
  • Experience in Kubernetes, Airflow, Spark, Dataflow, and Postgres is a plus

51-200 employees

Consumer financial intelligence company
Company Overview
Windfall is on a mission to change how organizations perceive and use people data, and to disrupt a legacy industry that's ripe for change. Windfall is a people intelligence and AI company that gives go-to-market teams actionable insights. By democratizing access to people data, organizations can intelligently prioritize go-to-market resources to drive greater business outcomes.
  • Medical, dental, and vision
  • Retirement benefits
  • Commuter benefits
  • Long-term disability and life
  • Paid time off
  • Paid sick and volunteer days
  • Paid parental leave
  • Floating holidays
  • Stock options
  • Fully-stocked kitchen
  • Pet-friendly office
  • Remote-enabled
Company Core Values
  • Be an excellent communicator
  • Operate with transparency
  • Provide leverage
  • Make a difference every day
  • Act with integrity and trust