Senior Machine Learning Engineer

| Chicago

Interested in cutting edge Machine Learning techniques in the areas of NLP, Time-Series Forecasting, and Survival Analysis? As a Senior Machine Learning Engineer at GoHealth, you will be responsible for working closely with business stakeholders to build end-to-end data science models across all aspects of our diverse business. This includes projects for call-center traffic projection, agent-behavior modeling, and customer retention decay curves. You will also contribute to the deployment, maintenance and continual improvement of our real-time production models, as well as the underlying AWS deployment pipeline.This role reports directly to our VP of Advance Analytics. 

Responsibilities:

  • Develop data and predictive models for solving business problems, and in improving GoHealth's software products and business processes
  • Evangelize software engineering best practices and proactively identify technical debt and other issues related to improving SLA
  • Seek out ways to automate and accelerate development of data-driven products, and then implementing them
  • Maintain and look to improve our Machine Learning Deployment Pipeline on AWS Sagemaker
  • Collaborate with business stakeholders, business operations, and product engineering teams in analyzing business problems, building and testing solutions and data models, and implementing the algorithms and results of the models
  • Work closely with Data Engineers in designing the schemas and data pipelines needed for downstream use by regression models and jobs
  • Author formal and informal reports that effectively communicate the models and the results to both technical and non-technical audiences
  • Confer with Data Science, Product, and Engineering stakeholders:
    • To define and implement new data-powered products, and predictive models
    • To deploy and maintain them in production as RESTful services and/or batch jobs

Skills and Experience:

  • Master's or PhD in Statistics, Mathematics, Computer Science, Economics, or related quantitative field.
  • 3+ years of experience demonstrating trajectory of professional growth in data science or machine learning
  • Skilled in the the following:
    • Machine learning, data science modeling - using scikit-learn, tensorflow, pytorch, and relevant technologies
    • Python - scikit-learn, pandas, numpy
    • Python unit testing framework - pytest, nosetest, or other testing frameworks
    • AWS ecosystem, and preferably with docker and/or Linux/Unix experience
    • Relational databases and SQL including MySQL, Postgres, SQL Server, Oracle, or equivalent
  • Strong analytical and problem solving ability with strong attention to detail and accuracy.

Benefits and Perks:

  • Open vacation policy
  • 401k program with company match
  • Medical, dental, vision, and life insurance benefits
  • Flexible spending accounts
  • Subsidized gym memberships
  • Commuter and transit benefits
  • Professional growth opportunities
  • Casual dress code
  • Generous employee referral bonuses
  • Happy hours, ping-pong tournaments, and more company-sponsored events
  • GoHealth is an Equal Opportunity Employer
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Technology we use

  • Engineering
  • Product
  • Sales & Marketing
    • JavaLanguages
    • JavascriptLanguages
    • PythonLanguages
    • SqlLanguages
    • Google AnalyticsAnalytics
    • IllustratorDesign
    • ConfluenceManagement
    • JIRAManagement
    • WordpressCMS

Location

Our company is in the River North area with plenty of coffee shops and restaurants. GoHealth is near the Chicago Brown line and bus stops close by.

What are GoHealth Perks + Benefits

Culture
Eat lunch together
Daily stand up
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Open office floor plan
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Wellness Programs
Retirement & Stock Options Benefits
401(K)
401(K) Matching
Performance Bonus
Child Care & Parental Leave Benefits
Flexible Work Schedule
Family Medical Leave
Company sponsored family events
Acme co. sponsors family oriented events Semi-annually.
Vacation & Time Off Benefits
Unlimited Vacation Policy
Generous PTO
Paid Volunteer Time
Paid Holidays
Paid Sick Days
Perks & Discounts
Beer on Tap
Casual Dress
Commuter Benefits
Company Outings
Game Room
Stocked Kitchen
Happy Hours
Pet Friendly
Acme Co.'s pet policy is Occasional bring your pet to work days.
Fitness Subsidies
Professional Development Benefits
Diversity Program
Lunch and learns
Acme Co. hosts lunch and learn meetings once per quarter.
Cross functional training encouraged
Promote from within
Mentorship program
Our mentorship program includes Career mentoring.
Customized development tracks

Additional Perks + Benefits

Happy hours, ping-pong tournaments, and more company-sponsored events. Gym Membership Subsidies
Company Sponsored Health & Wellness Initiatives. Employee Referral Bonuses. Open Vacation Policy.

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