SonderMind logo
SonderMind

Your all-in-one wellness solution that connects you to affordable, quality mental healthcare

Senior Staff Data Scientist

Data ScientistData ScientistFull TimeRemoteSeniorTeam 201-500Since 2014Company SiteLinkedIn

Location

Colorado

Posted

15 hours ago

Salary

$180K - $200K / year

Seniority

Senior

Postgraduate Degree5 yrs expEnglishPython

Job Description

• Deploy models and services to continuously improve client & provider experiences on the platform • Lead algorithm and architecture design decisions for new and ongoing ML initiatives • Prototype new ML services - including potentially reproducing services/models from published pseudocode - encompassing identification of source data, creation of ML pipelines, and deployment to our platform • Conduct code reviews and guidance on best practices • Write, update, and deliver documentation on ML services and infrastructure • Analyze existing data to identify areas of improvement or new ML initiatives • Collaborate with engineering teams to integrate ML based functionality • Design and deploy A/B tests and Multi-armed bandit experiments to optimize services and deliver reports on findings to stakeholders

Job Requirements

  • Ph.D. (preferred) or M.S. in a quantitative science such as computer science, engineering, data science, applied mathematics, statistics, etc.
  • 5+ years of preparing and deploying ML data products
  • Prior experience at early- to mid-stage growth companies is preferred
  • Experience in the health-tech and/or mental health space is a strong bonus
  • Strong statistics and experimental design background
  • Proficiency with Python programming language
  • Expertise in recommender systems utilizing multiple underlying technologies such as reinforcement learning and collaborative filtering
  • Predictive modeling and expertise with multiple optimization frameworks such as gradient descent, particle swarm optimization, simulated annealing, quadratic programming, and Bayesian optimization
  • Experience with generative models and artificial intelligence

Benefits

  • A generous PTO policy, with a minimum of three weeks off per year
  • A holiday schedule that follows standard U.S. holidays
  • Free therapy coverage benefits to ensure employees have access to the care they need (must be enrolled in a qualifying medical plan to participate)
  • Competitive Medical, Dental, and Vision coverage, with plans to meet every need — including HSA (with $1,100 company contribution) and FSA options
  • Employer-paid short-term disability, long-term disability, life & AD&D, plus coverage of the salary difference for up to seven weeks of short-term disability leave (after the required waiting period)
  • Eight weeks of paid Parental Leave; if the parent also qualifies for STD, this benefit is in addition, allowing for 8–16 weeks of paid leave
  • 401(k) retirement plan with 100% match on up to 4% of base salary, immediately vested
  • Join teammates from across the country at our annual company gathering
  • Company shutdown between Christmas and New Year’s
  • Supplemental life insurance, pet insurance, commuter benefits, and more

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