TapestryHealth · 8 hours ago
Machine Learning Engineer
United States
Full-time
Remote
Entry, Mid Level
$120K/yr - $130K/yr
2+ years expTapestryHealth is seeking outstanding candidates with strong predictive analytics and machine learning expertise. The Machine Learning Engineer will analyze large data sets to improve services and operations using advanced methods, while collaborating with various stakeholders to deliver high-quality care.
Hospital & Health Care
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
TapestryHealth
TapestryHealth, based in Connecticut, is a healthcare organization that specializes in providing comprehensive technology solutions to post-acute care facilities, particularly skilled nursing facilities.
1001-5000 employees
Funding
Current Stage
Late StageLeadership Team
David Chess, MD
Founder CEO and CMO
Mark Hirschhorn
Chief Executive Officer
Recent News
Skilled Nursing News
2023-12-24
2023-12-24
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