Grow Therapy

Senior/Staff ML Engineer, Recommendations Systems

Grow Therapy

full-time

Posted on:

Location Type: Remote

Location: Remote • California, New York • 🇺🇸 United States

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Salary

💰 $207,000 - $269,000 per year

Job Level

Senior

Tech Stack

PythonPyTorchScikit-LearnSQLTensorflow

About the role

  • Design, develop, and deploy a scalable search ranking algorithm to enhance and personalize user experience on the Grow Therapy platform.
  • Collaborate with data scientists to define and extract relevant features from large datasets.
  • Implement machine learning models for search ranking, including training, evaluation, and optimization.
  • Develop and maintain data pipelines and infrastructure to support the continuous improvement of the search algorithm.
  • A/B testing design and analysis of performance differences between existing and new model variations to ensure confidence in positive business outcome improvements.

Requirements

  • Experience building and deploying machine learning models in the context of search ranking or recommendation systems.
  • 5+ years of experience as a ML engineer or Data Scientist- ideally at an early stage or high growth startup - specializing in machine learning algorithms
  • Past experience building algorithms from 0->1 and an entrepreneurial mindset
  • Strong programming skills in Python and SQL.
  • Experience with machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-Learn).
  • Proficiency in working with large datasets, data preprocessing, and feature engineering.
  • Knowledge of information retrieval, natural language processing, and ranking algorithms.
  • Ability to work cross functionally with growth, engineering, product, and an executive team
  • Knowledge and experience in best practices in applying MLOps in an organization with an emphasis on continuous development and deployment.
Benefits
  • Comprehensive Health Coverage: Medical, dental, and vision insurance, plus life and disability coverage.
  • Parental Leave & Family Support: Up to 18 weeks paid leave and a new child stipend.
  • Financial Wellness: 401(k) program and equity opportunities.
  • Meals & Home Office Support: Stipends for home office setup and ongoing funds for meals, with tailored perks for both remote and in-office employees.
  • Time Off to Recharge: Flexible PTO, 12 paid holidays, and a full winter break week.
  • Wellness & Development: Annual stipends to put towards therapy and personal & professional growth.
  • Mental & Physical Health Support: Weekly flexible hours for self-care (“Mental Health Mornings/Afternoons”) and memberships to leading wellness apps (such as One Medical, Headspace, and Talkspace).
  • Extra Perks: Pet insurance discounts, commuter benefits, and global travel assistance.

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
machine learning modelssearch ranking algorithmsdata pipelinesA/B testingPythonSQLTensorFlowPyTorchScikit-Learnfeature engineering
Soft skills
collaborationentrepreneurial mindsetcross-functional teamwork
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