Job Location: Dedham, MA
Job Detail:
Data Science QA Engineer
About us
HDAI is an entrepreneurial company developing and commercializing proprietary quantitative solutions to capture, integrate and interpret healthcare data to improve decisions and outcomes. We specialize in transforming this data into actionable information for clients across a broad array of industries and applications. HDAI is located in Dedham, MA near the Commuter Rail (25 minutes from Back Bay and South Station) and I-95/128.
Job Description
The Data Science QA Engineer will participate in all aspects of creating a testing strategy and infrastructure for the data science and data engineering teams. This will include the development of a testing strategy, creation of detailed test plans, execution of the test strategy and delivery of high-quality software to production. This is a hands-on position. HDAI has developed an industry-leading methodology for creating sophisticated and highly accurate data models for predicting a range of clinical risks using claims data and a validated supervised learning approach. These insights are to be used to highlight the most important elements of a patientโs health history to the most important people at the most impactful times. To accomplish this a complete product suite and architecture is being built including ETL, large-scale databases, real-time integrations with external systems, a publicly-facing API, compute engines and several user-facing applications. Other members of the engineering team will participate with you to select tools and create an environment that allows for automated builds as well as the running of unit tests and automated regression tests. The build system will also allow for the ability to deploy builds to development, test and production systems in the cloud in an easy and repeatable manner.
Key Responsibilities
ยท Assist in the creation of a formal methodology for validating statistical models
ยท Assist in the creation of a plan to validate the data science computing platform
ยท Manually test functionality as required
ยท Develop an automation framework and test cases to validate the data science platform and models
ยท Coordinate with existing QA team to incorporate the validation of the data science and AI platform with the validation of the products using it
Required Expertise
ยท 5+ yearsโ relevant QA experience
ยท 3+ years of automation experience (creating your own automation framework, supporting existing automation framework)[GC1][GC2]
ยท Solid understanding of statistics and statistical modeling
ยท Solid understanding of SQA methodologies, techniques and approaches
ยท Programming skills in at least one language (Python, Java, JavaScript)
ยท Experience working in an Agile (preferably Scrum) environment
ยท Ability to think critically to get to the heart of problems
ยท Ability to write clear and concise test plans and defects
ยท Ability to create overall testing strategies
ยท Excellent oral and written communication skills
Nice to Have
ยท Deploying to cloud infrastructure such as AWS
ยท SQL skills
ยท Experience working with data scientists
ยท Some knowledge of basic statistical models (i.e. regression models).
Preferred Education
ยท Bachelorโs Degree in Computer Science or related technical discipline
EO Statement
HDAI is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.
Job Type: Full-time
Pay: $110,000.00 – $130,000.00 per year
Benefits:
- 401(k)
- 401(k) matching
- Dental insurance
- Flexible schedule
- Health insurance
- Health savings account
- Life insurance
- Paid time off
- Parental leave
- Referral program
- Tuition reimbursement
- Vision insurance
Schedule:
- Monday to Friday
Supplemental pay types:
- Bonus pay
Ability to commute/relocate:
- Dedham, MA 02026: Reliably commute or planning to relocate before starting work (Required)
Application Question(s):
- Experience working with Data scientists.
Experience:
- QA engineering: 5 years (Required)
- python, java and or javascript: 3 years (Required)
Work Location: Hybrid remote in Dedham, MA 02026
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