Demo

Data & Analytics Engineer

UHI
Stamford, CT Full Time
POSTED ON 1/23/2025
AVAILABLE BEFORE 4/18/2025

Who We Are

Icon Health is an orthopedic navigation and care delivery company for all things musculoskeletal (MSK). Fifty percent of U.S. adults have a MSK disorder : from sprains and strains to back and neck pain. Icon aims to connect these patients to the best care possible, whether that's in-person or digital physical therapy, conservative treatments, surgical procedures, or anything in between.

Want to make an application Make sure your CV is up to date, then read the following job specs carefully before applying.

We believe that the current healthcare system is broken. Patients must become informed consumers of healthcare, and we want to help them get there. With your help, we'll use the unprecedented availability of data on providers, increasing interoperability of diagnosis and treatment information, and widespread technology that allows scale beyond regionalized medicine to usher in a new era. If you are looking for a unique opportunity to improve orthopedic care delivery we want to talk to you! You will have the opportunity to work with your patient from the initial meeting through resolution of his / her symptoms to ensure the patient is receiving high quality low cost care, eliminating duplicative services, and serving as a trusted source of orthopedic truth.

Who You Are

Icon is looking for a Data & Analytics Engineer to design and implement a framework to efficiently ingest a variety of data sources at scale, and process them into reliable, accurate and well-generalized models.

You are passionate about working in a modern data stack to solve complex problems with elegant solutions. In this role you will perform the transformation of raw data necessary to enable concise, accurate, and rapid data analysis, create inspired visualizations, surface insights on a wide range of healthcare business challenges, and power downstream machine learning algorithms.

In addition, you will collaborate with the product and delivery team on the definition and requirements of analytics products, within an agile framework. You'll be an integral part of our team with opportunities for coaching and mentorship from your senior colleagues, while also having the autonomy to oversee development of a wide array of technical solutions from a foundational stage.

What You'll Do

Responsibilities :

  • Collaborate with team members to collect business requirements and define successful analytics outcomes.
  • Design, build, and maintain data pipelines and data models to achieve analytics outcomes.
  • Identify new internal and external data sources to support analytics initiatives and work with appropriate partners to integrate the data into new or existing data infrastructure.
  • Create and evolve feature store to power rapid and easy training of downstream ML models.
  • Build tools / processes for automating repetitive tasks so that bandwidth can be freed for higher value uses.
  • Develop reports and dashboards that enable data-driven decision making by the business operations, product, and care delivery teams.

What You Bring

Competencies :

We are always looking for new team members who will add to our company’s DNA and have a strong passion for impact. None of the following are requirements, but they describe the qualities and skills that we think will help a candidate be successful in this role.

  • 3 years of experience in data roles, working with modern data tooling (see below for examples) within an Agile framework.
  • Highly proficient in SQL and dbt.
  • Demonstrated experience with data architecture design and ETL development (using tooling such as dbt, Fivetran, Airflow, Monte Carlo).
  • Experience in data visualization development (using tools such as Looker, Tableau, Hex, Data Studio).
  • Comfortable with ambiguity and rapid changes common in early-stage product development.
  • Strong analytical problem-solving skills.
  • Demonstrated ability to self-manage priorities and workflow.
  • Strong project management and communication skills.
  • Familiarity with healthcare data and standards is preferred (e.g. Medical and Rx Claims, Eligibility, Provider Data, Clinical Data, EHR, FHIR, HL7).
  • Familiarity with clinical coding systems is preferred (e.g. ICD10, CPT, revenue codes, provider NPI, NDC Rx).
  • Experience with Google Cloud Platform (GCP) a plus.
  • Experience with Python and / or R a plus.
  • What We Offer

  • Yearly Salary Commensurate with Experience.
  • Full Benefits.
  • Employee funded 401k.
  • We are an Equal Opportunity Employer and do not discriminate against any employee or applicant for employment based upon age, color, handicap or disability, ethnic or national origin, race, religion, religious creed, gender (including discrimination taking the form of sexual harassment), marital, parental or veteran status, sexual orientation, gender identity, or gender expression.

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