200+ applicants

Company

Honor · 1 day ago

Principal Data Scientist

United States

Full-time

Remote

Senior Level, Lead/Staff

$221K/yr - $260K/yr

7+ years exp

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Elder CareHealth Care

H1B Sponsor Likely

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Responsibilities

Leverage data to solve meaningful problems with appropriate complexity

Collaborate with a diverse team across engineering, PM, and care operations to define a strategy and execute against it

Research operational/logistical problems and proactively identify potential solutions.

Lead the design, implementation, and evaluation of descriptive and predictive models.

Integrate machine learning into user-facing applications.

Mentor and provide technical oversight on teammates' projects throughout the project lifecycle.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Statistical modelingMachine learningPythonNumPyScikit-learnMathematicsStatisticsData analysisSurvival analysisGenerative AINLP methodsSpatial statistics

Required

Excellent communication skills with both technical and non-technical peers.

Excellent mathematical and statistical fundamentals, including a degree in a quantitative field (such as Computer Science, Mathematics, Statistics, Economics, Physics) or equivalent professional experience.

Strong product sense.

Wide-ranging professional experience solving complex business problems and shipping/maintaining Python in a production environment.

7+ years of industry experience.

Expertise with numerical software packages such as NumPy, scikit-learn, etc.

Expertise in managing product ambiguity, seeking clarity when possible.

Foster an environment of end-to-end accountability for team projects, through planning, deployment, maintenance, and monitoring.

Preferred

Designing systems to optimize portfolio allocation in a two-sided marketplace (E.g., ideal matches of people needing and providing care, automated financial incentives to staff remaining shifts, hiring needs, demand forecasting, etc.)

Using survival analysis and related methods to evaluate risk of employee churn and to predict future high-performers

Collaborating with designers to develop effective methods of collecting data

Using Generative AI and NLP methods to build data products from a variety of unstructured data sources, including phone calls and website forms

Applying spatial statistics to incorporate geographic and regional differences in a variety of problem contexts

Benefits

Equity

401K with up to a 4% match

Medical, dental and vision coverage including zero cost plans for employees

Short Term Disability

Long Term Disability

Life Insurance are fully employer paid with a voluntary additional Life Insurance option

Generous time off program

Mental health benefits

Wellness program

Discount program

Company

Honor

Glassdoor

3.2

Honor is a senior care network and technology platform that offers personalized care to improve the in-home care experience.

Founded in 2014

Concord, California, USA

501-1,000 employees

http://joinhonor.com

H1B Sponsorship

Honor has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2023 (3)

2022 (6)

2021 (4)

2020 (3)