Tapestry · 8 hours ago
Machine Learning Engineer
United States
Full-time
Remote
Entry, Mid Level
$120K/yr - $130K/yr
2+ years expTapestryHealth is seeking a Machine Learning Engineer to analyze large data sets and improve services through advanced machine learning methods. The role involves developing ML solutions, collaborating with stakeholders, and ensuring the security and compliance of healthcare data.
CommunitiesEducationHealth CareMedicalNon Profit
Responsibilities
Design, develop, and put in production machine learning (ML) solutions
Collaborate with product managers, engineers, and other stakeholders as a specialist and subject matter expert in machine learning
Work across the complete lifecycle of ML model development, including problem definition, data exploration, feature engineering, model training, validation, and deployment
Participate in code reviews, testing, and quality assurance processes
Troubleshoot and resolve technical issues related to AI model, integration, deployment and backend services
Implement system telemetry, A/B testing and other statistical methods to validate the effectiveness of AI models. Ensure the integrity and robustness of ML solutions by developing automated testing and validation processes
Document and communicate development processes, system designs, and architectural decisions
Ensure the security and compliance of healthcare data, adhering to HIPAA regulations
Qualification
Required
Masters degree in Statistics, Computer Science, or relevant quantitative field
2 or more years of experience in healthcare domain
Proven experience as a Data Scientist / Machine learning engineer in delivering high quality data analyses and implementing high quality predictive analytics in production environments
Proficiency in using scripting languages such as R, SQL or Python
Proficiency in using big data analytics tools such as SPARK
Experience with data engineering orchestration tools such as Prefect, or Airflow
Ability to own the entire machine learning life cycle from design, training, deployment, and monitoring
Proficient with MLOPS tools such as MLFlow, Kedro
Adheres to software engineering best practices such as source code version control (GIT), data version control (DVC), and writes clean modular code
Strong math skills (statistics & linear algebra)
Problem-solving aptitude
Excellent communication and presentation skills
Preferred
Experience in working with team members to promote ideas, issues, and initiatives within a constructive group framework
Must always represent the organization in a positive and professional manner
Ability to organize and prioritize tasks
Ability to work independently, be attentive to detail and maintain a positive attitude
Company
Tapestry
Tapestry is a community-based non-profit organization serving the Western MA community, including many who otherwise might not receive care.
51-200 employees
H1B Sponsorship
Tapestry 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
2025 (35)
2024 (22)
2023 (19)
2022 (46)
2021 (30)
2020 (37)
Funding
Current Stage
Growth StageCompany data provided by crunchbase