Full-Time

Senior/ Staff ML Engineer

Recommendations Systems

Posted on 7/31/2024

Grow Therapy

Grow Therapy

1,001-5,000 employees

Online platform for booking therapy sessions

Consumer Software
Healthcare

Compensation Overview

$170k - $245kAnnually

Senior

Remote in USA

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Python
Tensorflow
Pytorch
SQL
Natural Language Processing (NLP)
Requirements
  • Proven experience in 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.
Responsibilities
  • Design, develop, and deploy a scalable search ranking algorithm to enhance 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.
  • Comfortable with A/B testing design and analysis of performance differences between existing and new model variations to ensure confidence in positive business outcome improvements.

Grow Therapy is an online platform that connects clients with therapists, allowing users to easily find and book mental health services. The platform ensures quick access to therapy, promising appointments within two days, and simplifies the insurance process for therapy costs. It also provides resources for exploring medication options, enhancing its comprehensive mental health support. Grow Therapy operates across multiple states and accepts various insurance providers, aiming to make mental health services more accessible and efficient.

Company Stage

Series C

Total Funding

$144M

Headquarters

New York City, New York

Founded

2020

Growth & Insights
Headcount

6 month growth

2%

1 year growth

-1%

2 year growth

5%
Simplify Jobs

Simplify's Take

What believers are saying

  • Recent $88M Series C funding boosts expansion and product development.
  • Partnerships with Big Health expand service offerings and market reach.
  • Measurement-informed care system launch enhances patient outcomes and provider attraction.

What critics are saying

  • Increased competition from AI-driven startups threatens market share.
  • Integration challenges with Big Health partnership may affect service delivery.
  • Reliance on insurance providers exposes revenue to policy changes.

What makes Grow Therapy unique

  • Grow Therapy offers a comprehensive suite of business tools for mental health providers.
  • The platform ensures quick therapist access, with appointments available within two days.
  • Grow Therapy simplifies insurance use, making therapy more accessible and affordable.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

Flexible Work Hours

Unlimited Paid Time Off

Wellness Program

Competitive Salary

INACTIVE