[Remote] Senior/ Staff ML Engineer, Recommendations Systems at Grow Therapy

United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Healthcare, HealthtechIndustries

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

Responsibilities

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

Skills

Key technologies and capabilities for this role

Machine LearningSearch RankingPersonalizationFeature EngineeringData PipelinesA/B TestingModel TrainingModel EvaluationModel OptimizationScalable Algorithms

Questions & Answers

Common questions about this position

What is the base compensation for this role?

Base Compensation is specified for Zone 1 (NYC, SF, Seattle Metro Area, with an expectation of

Is this a remote position or are there location requirements?

The role has location-based compensation zones, with Zone 1 covering NYC, SF, and Seattle Metro Area along with an expectation of

What skills and experience are required for this ML Engineer role?

Required experience includes 5+ years as an ML engineer or Data Scientist specializing in machine learning algorithms, strong programming skills in Python and SQL, experience with ML frameworks like TensorFlow, PyTorch, Scikit-Learn, and knowledge of search ranking or recommendation systems.

What is the company culture like at Grow Therapy?

Grow Therapy builds a team of entrepreneurs and mission-driven go-getters focused on improving mental healthcare accessibility.

What makes a strong candidate for this position?

A strong candidate has experience building and deploying ML models in search ranking or recommendation systems, 5+ years in ML engineering at high-growth startups, an entrepreneurial mindset for building algorithms from 0->1, and the ability to work cross-functionally.

Grow Therapy

Online platform for booking therapy sessions

About Grow Therapy

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.

New York City, New YorkHeadquarters

2020Year Founded

$144MTotal Funding

SERIES_CCompany Stage

Consumer Software, HealthcareIndustries

1,001-5,000Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Flexible Work Hours

Unlimited Paid Time Off

Wellness Program

Competitive Salary

Risks

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.

Differentiation

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.

Upsides

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.

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