Senior Data Scientist, Alma
Machine Learning
$160-190k
Membership-based network for mental health care providers
Be an early applicant
Membership-based network for mental health care providers
501-1000 employees
Be an early applicant
$160-190k
501-1000 employees
Company mission
To simplify access to high-quality, affordable mental health care, by making it easy and financially rewarding for therapists to accept insurance and offer in-network care.
Role
Who you are
- You have a Master’s degree in a relevant quantitative field (e.g. data science, computer science, statistics, economics) or equivalent in industry experience
- You have 2-4 years of experience as a data scientist supporting product development
- You are an expert in SQL
- You are proficient in either R or Python for data analysis
- You have successfully developed and launched ML models with quantifiable business impact
- You have experience designing and analyzing A/B testing experiments and guide product decisions with experimental insights
- You are results-driven and passionate about building great products, with a proven track record of taking projects from inception to launch
What the job involves
- The Data Science team helps Alma achieve its mission by leveraging data to inform business strategy and drive product innovations.
- In this role, you will apply your expertise in machine learning and analytics to advance Alma’s capabilities in Care Finding, which is the domain dedicated to helping clients find the right providers that serve their needs.
- You will have the opportunity to tackle challenging problems such as client-provider matching, LTV modeling, and user segmentation.
- This is a cross-functional role where you will collaborate with product managers, software engineers, and designers to define and execute on the Care Finding product roadmap
- Improve client and provider experience by building machine learning models to solve business problems such as provider-client matching and LTV prediction
- Design, execute, and analyze 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
- Identify opportunities and initiate new data science projects that drive company OKRs
- Communicate technical insights effectively to influence decision-making
Our take
4 in 10 adults in the United States suffer from some form of anxiety or depression, but most go without appropriate support because of difficulties in accessing mental health care providers. Alma exists to meet a growing demand for mental health services by supporting providers in offering online care, and making it easy for people who need help to find qualified, in-network therapist who meets their needs.
There has been something of a boom in the virtual mental health space, and by encouraging online therapy Alma is competing against a plethora of well-funded apps aimed at self help and mental wellbeing offered at a far lower price than regular therapy. However, these are largely unregulated and their quality is often questionable. By prioritising vetted and professional therapists, Alma has provided a real alternative to in-person therapy and this has allowed it to grow rapidly, growing its network to over 8,000 therapists across all 50 states.
Alma's success has also attracted a large amount of funding. This is being used to further expand its network and to develop the tools offered to its providers. Having scaled rapidly through 2022 it is showing no signs of slowing down, and is well poised for future growth.
Steph
Company Specialist at Welcome to the Jungle
Insights
77% employee growth in 12 months
Company
Funding (last 2 of 5 rounds)
Aug 2022
$130m
SERIES D
Aug 2021
$50m
SERIES C
Total funding: $220.5m
Company benefits
- We’re a remote-first company
- Health insurance plans through Cigna (medical and dental) and MetLife (vision), including FSA & HSA plans
- 401k plan (Roth and traditional)
- Free Alma platform access
- Monthly therapy and wellness stipends
- Monthly co-working space membership stipend
- Monthly work-from-home stipend to power your wifi, lunches, coffee, etc
- Pet discount program through United Pet Care
- Financial perks and rewards through BenefitHub
- Free EAP access through LifeWorks
- One-time home office stipend to set up your home office
- Comprehensive parental leave plans
- 9 paid holidays, 1 Alma Mental Health Day, and 1 Alma Volunteering Day
- Vacation and time-off benefits
Company HQ
Downtown Brooklyn, NY
Leadership
Harry Ritter
(CEO)Studied at Harvard and qualified as an MD at The University of Miami. Worked for a year as a Resident Physician before spending almost 2 years as a McKinsey Associate. Worked at Oscar Insurance as a Medical Director and VP of Care Delivery.
Share this job
View 12 more jobs at Alma