Boston Children's Hospital

Machine Learning Ops Eng II

Boston Children's Hospital$100K — $130K *
Healthcare
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years of experience in AI and data science project implementation
  • Proficiency in SQL, Python, and dbt for data modeling
  • Strong project management skills with experience in multiple project oversight
  • Ability to communicate complex data concepts to diverse audiences
  • Experience mentoring junior team members in technical practices

Responsibilities

  • Lead development, implementation, and scaling of machine learning models
  • Collaborate with stakeholders to translate model requirements into operational systems
  • Ensure robust infrastructure supports AI deployments and learning cycles
  • Build and optimize data models for AI projects using SQL and Python
  • Provide guidance to healthcare professionals on data requirements
  • Manage multiple AI projects, ensuring timely delivery and budget compliance
  • Integrate new technologies to enhance AI capabilities and processes

Benefits

  • Flexible work arrangements to promote work-life balance
  • Access to continuous learning opportunities and professional development
  • Collaborative work environment with cross-functional teams
  • Opportunity to lead innovative AI initiatives in the healthcare sector
  • Engagement with cutting-edge technology and industry best practices
Full Job Description
Job Posting Description

Position Summary
The ML Ops Engineer II at Boston Children's Hospital is an integral part of the Data Science team within Enterprise Data & Analytics in BCH IT. This role is pivotal in developing and scaling advanced AI and machine learning projects, enhancing data frameworks, and optimizing data flows to support the hospital's strategic initiatives. The ML Ops Engineer II works in close collaboration with data scientists and various stakeholders across the hospital to develop solutions that improve patient care outcomes and operational efficiency. Focused on innovation and technological advancement, the ML Ops Engineer II ensures the robust integration of data science into clinical and administrative processes. Key Responsibilities
Technical Skills:
• Proficient in SQL and an understanding of database management systems.
• Familiarity with ETL tools; experience with debt is highly advantageous.
• Strong capabilities in Python or another advanced scripting language, essential for AI and machine learning model development.
• Experience with cloud-based data platforms and tools such as AWS, Azure, or GCP is a plus.

Analytical Skills:
• Strong problem-solving abilities and adeptness in handling complex data sets.
• Ability to apply analytical rigor to understand, interpret, and leverage data to drive decision-making.

Project Management Skills:
• Demonstrated experience in managing multiple projects, including developing project plans, tracking progress, and adjusting resources and timelines.
• Ability to coordinate efforts across different teams and ensure project milestones are met.

Leadership and Mentorship:
• Experience mentoring junior engineers and providing guidance on best practices in data engineering and AI model development.
• Ability to lead code reviews and foster a collaborative and innovative team environment.

Communication:
• Excellent interpersonal and communication skills, essential for effective collaboration with cross-functional teams.
• Capable of clearly articulating technical concepts to non-technical stakeholders, ensuring alignment and understanding across diverse teams

Education
  • Bachelor's Degree or comparable experience required
  • Master's Degreepreferred

Experience:
3-5 years of relevant experience in data engineering, including project leadership responsibilities and advanced technical contributions to AI or machine learning projects.

About Boston Children's Hospital

Boston Children's Hospital is a 404-bed comprehensive center for pediatric health care. As one of the largest pediatric medical centers in the United States, Children's offers a complete range of health care services for children from birth through 21 years of age. Boston Children's Hospital is home to the world's largest research enterprise based at a pediatric hospital. More than 1,100 scientists, including nine members of the National Academy of Sciences, 11 on-staff members of the Institute of Medicine and 9 members of the Howard Hughes Medical Institute. The hospital is also the primary pediatric teaching affiliate of Harvard Medical School.
Learn more about Boston Children's Hospital
Size
20,000 employees
Industry
Founded
1869

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