Search for Lead Data Scientist roles in New York City, requiring 4+ years of experience in machine learning, advanced Python and SQL skills, and offering a salary of $200,000 or more.

Okay, I've found Lead Data Scientist roles in New York City requiring 4+ years of experience in machine learning, focusing on advanced Python and SQL skills, with a salary of at least $200,000. There are 53 positions available that match your criteria.

Lead Data Scientist

New York City Metropolitan Area

4 years + Experience

Python

SQL

$200000+

Can you help me to analyze the job description and company culture?

Sure. Here's the analysis:

Job Analysis:

The Lead Data Scientist at Grow Therapy is fundamentally hired to leverage data analytics and machine learning to solve complex business problems within a three-sided marketplace comprising therapists, payors, and patients. The primary responsibilities include building and optimizing statistical and machine learning models that enhance client and provider interactions, facilitating better decision-making through data-driven insights. Key challenges include navigating ambiguity in product initiatives and the necessity to distill complex data into narratives that inform executive strategy. Success in this role would manifest as significant contributions to enhancing the business value of initiatives through a deeper understanding of market dynamics, effective collaboration with cross-functional teams, and the ability to articulate insights convincingly to diverse stakeholders.

Company Analysis:

Grow Therapy operates within the mental healthcare industry, striving to bridge the gap between therapists and patients by democratizing access to therapy. As a newer entity backed by notable venture capital, it positions itself as an innovator in a space increasingly recognized for its importance. The company emphasizes empowerment and support for therapists, pointing to a culture that prioritizes wellness and personal growth not only for clients but also for its team members. This sets up a unique environment where a Lead Data Scientist must align analytical work with the broader mission of enhancing mental health access. The role is likely to enjoy substantial visibility, given the company's small size and its focus on strategic initiatives that directly impact growth and community engagement.

Mock up some interview questions based on the job description.

Absolutely. Here are some mock interview questions that could come up:

Can you describe a time you faced a complex statistical problem? How did you approach it?
Tell me about a project where you used A/B testing. What were your findings and how did you present them?
We strive to provide access to mental healthcare. Can you share an experience where your data analysis made a significant impact on a mission-driven organization?
What techniques do you employ for storytelling through data? Can you give an example of how you've successfully communicated insights to stakeholders.
How do you ensure the integrity and accuracy of your data pipelines? What processes have you implemented in the past?
Describe your experience with causal inference methods and how you applied them in previous roles.
Given our mission, if tasked with assessing the impact of a new initiative on patient engagement, how would you structure your analysis?
Imagine you discover that a marketing campaign is underperforming based on your analysis. What steps would you take to address this issue?
Why are you interested in working at Grow Therapy specifically, and how do you think your expertise aligns with our mission?
How do you see the role of data science evolving within the mental health industry in the coming years?
What questions do you have about our approach to integrating data science in our operations?
What specific strategies have you used in the past to collaborate effectively with product teams?
How do you prioritize between multiple projects while ensuring the highest standards of data analysis?
What attracts you to the culture we promote at Grow Therapy, especially in relation to work-life balance and mental health initiatives?

Job Details

Overview Company

Lead Data Scientist

$200k/y-$250k/y

Grow Therapy

3 days ago

Highlight

RemoteFull-time4+ yearsSenior

Summary

Grow Therapy is seeking a Lead Data Scientist to join their team in New York, NY. The role involves building statistical, optimization, and machine learning models to enhance their mental healthcare marketplace.

About the Role

As a Lead Data Scientist, you will build models for ranking, cost estimation, and customer lifetime value. You will use causal inference and Bayesian techniques to evaluate business initiatives, collaborate with product managers and engineers to improve data pipelines, and produce data-driven insights to inform company strategy.

About You

Required:

Bachelor's degree or foreign equivalent in Data Science, Machine Learning, Analytics, or related field.
4 years of experience in Statistics, analytics, and machine learning.
2 years of experience in Advanced Python and SQL.
Understanding of causal inference methods and experimentation.
Experience in data storytelling and creating narratives from data.
Experience with data infrastructure for tracking marketing campaign performance.
Experience in building measurement models including Incrementality testing, data-driven attribution, and media mix modeling.
Experience in designing, running, and interpreting statistical tests such as A/B Testing, Causal Inference, and Difference-in-differences.

Benefits

Comprehensive health insurance plans, including dental and vision.
Flexible working hours and Flexible Time Off.
Company-wide winter break.
Mental health mornings (2 hours each week).
Wellness Stipend.
In-office meals and snacks.
Continuous learning opportunities.
Competitive salary.

Grow Therapy

We believe that therapy is an essential part of becoming the best versions of ourselves. No matter who you are or where you are starting, it’s more than support through challenge - it’s the foundation to grow, heal and lead lives that are more resilient, empathic, hopeful and powerful.

Everyone should have the opportunity to receive personalized therapy, and therapists should be able to serve the communities they care about most, not just the 10% of people who can afford to pay out of pocket.

Our mission is to get more people into therapy by bridging the gap between therapists and people seeking mental health care.

Grow Therapy empowers independent therapists to launch and grow thriving in-network private practices by enabling them to tap into large scale credentialing, referrals, administrative and community support enabled by our passionate team and technology. When therapists no longer have the hassle of mundane admin tasks like billing and insurance claims or the limitations of out-of-pocket-only payment options, they can provide care to the communities who need it most!

To achieve our lofty ambitions, we’re building an ambitious team of entrepreneurs and mission-driven go-getters. Our founders come from Harvard Medical School, Stripe, and Blackstone, and bring Grow’s mission to life from the inside-out, promoting holistic wellness for all team members. We balance our determination with a culture that champions well-being, from unlimited PTO and a Winter Break to Mental Health Mornings and learning and wellness stipends.

Grow is backed by top VCs and angel investors, including leaders from SignalFire, Village Global, Airbnb, Nurx, PatientPing, and Blackstone. We have a long way to go to maximize our impact, but if we do our job well, in the coming years we will make a difference in countless lives. We hope you’ll join us!

New York, NY