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Full-Time

Senior/ Staff ML Engineer

Recommendations Systems

Confirmed live in the last 24 hours

Grow Therapy

Grow Therapy

1,001-5,000 employees

Online platform for booking therapy sessions

Healthcare

Compensation Overview

$170k - $210kAnnually

Senior, Expert

Remote in USA

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Python
Tensorflow
Data Structures & Algorithms
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 operates an online platform that connects clients with therapists, making it easier for individuals to find and book mental health services. The platform allows users to schedule appointments quickly, often within two days, which addresses the common issue of long waiting times in the mental health sector. Grow Therapy also simplifies the process of using insurance for therapy sessions, helping clients navigate what can be a complicated system. The company generates revenue by charging a commission or service fee for each booking made through its platform. Unlike many competitors, Grow Therapy focuses on speed, convenience, and a wide acceptance of various insurance providers, including major companies like Blue Cross Blue Shield and UnitedHealthcare. The goal of Grow Therapy is to provide accessible mental health resources and support to individuals across multiple states.

Company Stage

Series C

Total Funding

$179.3M

Headquarters

New York City, New York

Founded

2020

Growth & Insights
Headcount

6 month growth

18%

1 year growth

49%

2 year growth

350%
Simplify Jobs

Simplify's Take

What believers are saying

  • The company's rapid expansion and significant funding rounds, including a $88M Series C, indicate robust financial health and growth prospects.
  • Grow Therapy's comprehensive platform, which includes medication options and measurement-informed care, enhances its value proposition as a one-stop mental health resource.
  • Recognition in LinkedIn's Top Startups List for 2023 highlights its strong reputation and attractiveness as an employer.

What critics are saying

  • The competitive landscape in digital mental health is intense, requiring continuous innovation to maintain a competitive edge.
  • Dependence on insurance providers means that any changes in insurance policies or coverage could impact the company's revenue model.

What makes Grow Therapy unique

  • Grow Therapy's promise of therapist availability within two days sets it apart in a sector plagued by long waiting times.
  • The platform's seamless integration with a wide range of insurance providers simplifies the often complex process of using insurance for mental health services.
  • Grow Therapy's recent $88M Series C funding round and partnerships with high-profile investors and celebrities underscore its strong market position and growth potential.