Job details

ML Ops Engineer - HSS Orthopedic Data Innovation Lab

Overview:

How you move is why we’re here. ®
Now more than ever.

Get back to what you need and love to do.

The possibilities are endless...

Now more than ever, our guiding principles are helping us in our search for exceptional talent - candidates who align with our unique workplace culture and who want to maximize

the abundant opportunities for growth and success.

If this describes you then let’s talk!

HSS is consistently among the top-ranked hospitals for orthopedics and rheumatology by U.S. News & World Report. As a recipient of the Magnet Award for Nursing Excellence, HSS was the first hospital in New York City to receive the distinguished designation. Whether you are early in your career or an expert in your field, you will find HSS an innovative, supportive and inclusive environment.

Working with colleagues who love what they do and are deeply committed to our Mission, you too can be part of our transformation across the enterprise

ML Ops Engineer

Full-Time (Hybrid)

Overview:

Hospital for Special Surgery (HSS), leader in musculoskeletal health and ranked #1 in orthopedics worldwide by Newsweek and nationwide by U.S News & World Report, is seeking a ML Ops Engineer to join the Center for Analytics, Modeling, & Performance (CAMP). CAMP’s core team aligns experts in medicine, engineering, data science, analytics, and operations research to pioneer new and innovative care delivery models, power our digital care platforms, and incorporate new technologies into care delivery.

This position is a unique opportunity to join CAMP’s Orthopedic Data Innovation Lab (ODIL), a newly launched research and care delivery initiative supported in part by Schmidt Futures. ODIL is an applied research lab for interdisciplinary collaboration and solution design, the Lab will focus on advanced applications of analytics, machine learning, and artificial intelligence within the field of musculoskeletal health. The knowledge and novel technology solutions developed in the Lab will help improve access to high quality musculoskeletal care across the globe with the goal of keeping humans moving healthier and longer.

Description:

We are seeking a data engineer with experience in ML Ops processes and deploying/productizing ML models.

As a member of the CAMP and ODIL teams, you will have the unique opportunity to contribute to the development of the largest curated musculoskeletal data ecosystem in the world and collaborate with leading experts in medicine, data science, and technology. Together, we will unlock the potential of our vast data resources to improve healthcare access, monitor musculoskeletal health, study movement, and prevent disease on a global scale. We are seeking highly motivated and intellectually curious individuals to join our interdisciplinary team of data scientists and engineers at the forefront of healthcare innovation. In this pivotal role, you will have the opportunity to apply your expertise to advance applications within the field of musculoskeletal health, working closely with academic institutions, healthcare providers, and applied researchers from complementary disciplines. Your contributions will have a direct impact on the development of novel technology solutions that promote healthier and longer human movement, transforming care delivery and improving the quality of life for millions of patients worldwide.

Responsibilities

Define, implement and manage ML Ops processes
Define, implement and monitor ETL and ELT workflows
Assist Data Scientist with Data Transformation and building ML pipelines
Assist Solution Engineer with Data Optimization for Product Development

Qualifications:

Experience implementing ML Ops processes and deploying/productizing ML models
Experience with AWS Data Analytics Service including but not limited to S3, Lake Formation, Redshift or Snowflake, Glue, Athena, SageMaker, Lambda and Step Functions
Experience with Data Transformation tools like Spark, Talend or similar technologies
Proficient in Python or similar language
Proficient in SQL
Experience in Healthcare and ML and AI in Healthcare a strong plus
Experience with Image Analysis and NLP a strong plus

Lifestyle and Work Environment

HSS is the premier institute for musculoskeletal care and aspires for excellence in all endeavors. With a foundational value of diversity, we are committed to an environment of respect, equitable treatment, and opportunity for our patients, employees, and communities. Now more than ever, our guiding principles are helping us in our search for exceptional talent – candidates who align with our unique workplace culture and who want to maximize the abundant opportunities for growth and success. Whether you are early in your career or an expert in your field, you will find HSS an innovative, supportive, and inclusive environment. Working with colleagues who love what they do and are deeply committed to our mission – to help people get back to what they need and love to do better than any other place in the world – you too can be part of our transformation. Flexible work environment including opportunity to work from home within a hybrid work scheme. Excellent health and other benefits including 5 weeks of paid time off per year.

Other Requirements: #LI-Hybrid

By Hospital for Special Surgery

To provide the highest quality patient care, improve mobility and enhance the quality of life for all, and to advance the science of orthopedic surgery, rheumatology and their related disciplines through research and education.

15 jobs

FUNDING

Private

INDUSTRY

Health Care Services & Hospitals

TEAM SIZE

1001-5000

LOCATION

Hybrid, based in New York, NY

DATE POSTED

June 23, 2023