Senior Analytics Engineer
Company: Wellth
Location: Los Angeles
Posted on: October 19, 2024
Job Description:
Base Compensation: $130,000 - $180,000 USD
Use your engineering experience to help people live healthier
Have you ever wanted to apply your engineering skills and
experience to help others live healthier lives? At Wellth, we have
an opportunity for you to do that.
Wellth strives to motivate and incentivize healthy habits through
individualized care plans. Our approach draws on a unique
combination of behavioral economics, habit science, and
cutting-edge technology to drive positive behavior and habit change
among some of the US's most underserved and high-needs patient
populations. Our work has produced demonstrable results, with
several large health insurers reporting significant reductions in
hospitalization rates by up to 44% in some cases. Our ambition is
to be more than just another digital health startup; we aspire to
be a category leader in the $88B health outcomes market, singularly
focused on improving the lives and medical outcomes of historically
hard-to-engage populations. Our work immediately impacts people's
lives daily; we have served over 65,000 patients and prevented an
estimated 15,000 days in the hospital and 530 lives.
Our mobile app, backend, and data systems drive the positive
outcomes and growth we strive to achieve. You can be an integral
part of their development.
You have the opportunity to build systems that drive daily healthy
habit experiences.
Some of the problems you'll work on include:
- Architect and implement scalable analytics to demonstrate
customer outcomes.
- Identify high-risk patients that are likely to gain significant
benefit from Wellth programs.
- Develop propensity score models for generating synthetic
control groups.
- Build and evolve predictive models: churn, health improvement,
disease progression, behavioral improvement, and more.
- Investigate potential expansion/impact areas not yet addressed
by Wellth's solutions.
- Tell a powerful story about the impact of Wellth's positive
behavior change through data and data visualizations.
Specifically, you will:
- Develop and maintain a codebase for Wellth's data analysis and
visualization package, focusing on healthcare outcomes.
- Build durable self-service data tools operating on health data
that support product insights for our customers.
- Triage operational issues, address data bugs, and create and
maintain documentation.
- Optimize and experiment with new and existing business-critical
data models.
- Seek, make available, and consume new data sets, including but
not limited to healthcare data standard sets (e.g. claims data,
clinical information, EHR data)
- Serve as a thought partner to our Product Managers and Product
leadership team. Educate our teams to help us ask better questions,
interpret findings more effectively, and drive informed
decision-making.
- Provide leadership on industry best practices, trending topics,
and emergent technologies to continuously improve and refine our
processes and systems.
You will be a member of a diverse and supportive team.
You will work with:
- Product leaders on building out a scalable healthcare outcomes
analytics product.
- Customer success leaders to deliver evidence of Wellth's impact
on outcomes.
- Data engineers, analysts, and data operators to establish and
maintain best practices in engineering and data
operations.
- Manager of Data Engineering, focusing on your professional
growth in data science and leadership within the healthcare
outcomes domain.
You might be the candidate we're looking for.
We're looking for someone who has:
- 5+ years of professional experience as an analytics engineer or
data analyst in the healthcare sector, with hands-on experience
with sensitive claims data, patient data, and other healthcare data
sets.
- Experience with architecting and operating production data
systems: responding to and triaging issues, optimizing performance,
and increasing stability, among other things.
- Advanced proficiency in writing clean and maintainable SQL,
Python, and shell scripts for automation, analysis, and ETL using
industry best practices.
- Proven ability to design and implement advanced,
customer-facing data visualizations.
- Proficiency in developing, executing, and maintaining dbt
models.
- Experience working on software development teams, including
proficiency with Git for collaborating via pull/merge requests and
knowledge of agile and scrum methodologies.
- Proficiency in analyzing and using database schemas and data
dictionaries.
- Knowledge of Redshift, BigQuery, and other data warehouse
infrastructure.
- Knowledge of orchestration frameworks such as Airflow,
Fivetran, or Flyte.
- Familiarity with healthcare data standards and experience
working with various healthcare data sets.
- A consistent track record of solving ambiguous and highly
complex technical problems with reliable delivery of their
solutions.
- Comfort with autonomy in the face of ambiguous problems,
delivering independently and in a team environment.
- Excellent verbal and written communication skills and the
ability to present complex data in an accessible way.
We expect our candidates can:
- Be an owner of large vertical and horizontal system concerns
from inception, to launch, to post-launch operations.
- Be a strong communicator with engineers, other cross-functional
roles, and leadership. Written or verbal, your communications are
timely, concise, and clear.
- Pragmatic, balancing quality, speed, cost, and theory.Operate
with autonomyInfluence without authority
- Teach, coach, and mentor other engineers, being a force
multiplier for the team.
- Compliment the work culture that supports team members,
encourages curiosity and learning, and takes advantage of
opportunities to improve systems and processes
In addition to the above, our ideal candidate has:
- 3+ years of experience working with HEDIS and STARS
measures
- Familiarity with data orchestration technologies like Airflow,
Dagster, or Fivetran
- Experience with at least one data quality/observability tool
such as dbt tests, Great Expectations, Metaplane, etc.
- Experience working with Jupyter, Spark, and other data research
technologies.
- Deep knowledge of data security to protect highly confidential
and sensitive data, especially in the healthcare industry.
You will enjoy working with us at Wellth.
The benefits of working with us include:
- Flexible working arrangements, supporting strong remote-first
practices and tools with the option to work in our excellent
gathering space in Marina Del Rey.
- Robust paid time off and generous parental leave
program.
- Competitive salary & commission structure.
- Health, dental, vision insurance, and FSA/HSA plans.
- Ability to have a positive impact on people who need it
most.
- Support of a highly dedicated team focused on building the
future of healthcare.
Wellth is an equal-opportunity employer. We value diversity at our
company. We do not discriminate on the basis of race, religion,
ethnicity, national origin, citizenship, gender, gender identity,
sexual orientation, age, veteran status, disability, genetic
information, or any other protected characteristic.
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Keywords: Wellth, Simi Valley , Senior Analytics Engineer, Engineering , Los Angeles, California
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