Senior ML Engineer, Applied Machine Learning
Red Cell PartnersSalary not specified
- Full Time
- Senior (5 to 8 years)
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Healthcare, Mental Health, Biotechnology, Data ScienceIndustries
Requirements
Candidates should possess a Master’s degree in a relevant quantitative field such as data science, computer science, statistics, or economics, or equivalent industry experience. They must have 2-4 years of experience as a data scientist supporting product development, demonstrating expertise in SQL and proficiency in either R or Python for data analysis, and a proven track record of successfully developing and launching ML models with quantifiable business impact.
Responsibilities
The Senior Data Scientist will improve client and provider experience by building machine learning models to solve business problems such as provider-client matching and LTV prediction, design and execute A/B testing experiments to measure model performance and validate product hypotheses, define metrics and create dashboards to measure product performance, generate insights through deep-dive analysis to inform strategy and prioritization, collaborate with product, engineering, and marketing stakeholders to define the product roadmap, and identify opportunities and initiate new data science projects that drive company OKRs.
Skills
Machine Learning
Analytics
Client-Provider Matching
LTV Modeling
User Segmentation
Cross-Functional Collaboration
Alma
Digital platform connecting clients with therapists
About Alma
Alma connects individuals seeking mental health services with a variety of therapists through its digital platform, helloalma.com. The platform primarily serves clients looking for therapy for issues like anxiety, depression, personal growth, and relationship challenges. Alma's approach focuses on making therapy more affordable by partnering with insurance companies, allowing clients to save an average of 77% on therapy costs. This affordability is a key aspect that sets Alma apart from other mental health services. Additionally, Alma supports therapists by offering resources for continuing education and professional development, ensuring they are well-prepared to assist their clients. The company emphasizes the importance of the client-therapist relationship, aiming to match clients with therapists who best meet their individual needs. Alma operates on a membership model, where therapists pay a fee to access the platform's resources and client base.
Key Metrics
New York City, New YorkHeadquarters
2018Year Founded
$214.5MTotal Funding
SERIES_DCompany Stage
HealthcareIndustries
1,001-5,000Employees