81 applicants
NewYork-Presbyterian Hospital ยท 4 days ago
Senior Machine Learning Engineer
NYP/Weill Cornell Medical Center
Full-time
Onsite
Senior Level
$97K/yr - $145K/yr
3+ years exp
Wonder how qualified you are to the job?
Maximize your interview chancesEmergency MedicineHealth Care
Insider Connection @NewYork-Presbyterian Hospital
Responsibilities
Collaborate with cross-functional teams to analyze clinical text and other multi-modal datasets, and design and develop applicable AI solutions.
Maintain, perform in-context learning, and validate foundational models for clinical data
Fine-tune, evaluate, and optimize both foundation or bespoke AI models
Assist in the definition of milestones, deliverables, and estimates timelines for all assigned projects. Assume an ownership role of some tasks, as appropriate, and effectively coordinate across teams to reach defined milestones.
Develop data pipelines to collect, clean, and pre-process data for development of specific models and tasks
Collaborate with subject matter experts to ensure accurate data definitions and to validate quality of all data endpoints as required.
Contribute to processes for the continuous monitoring of model performance and model refinement/retraining to ensure accuracy, reliability, and scalability.
Demonstrate proficiency in the end-to-end ML pipeline from data ingestion and cleaning to experimenting with predictive models to deployment of results.
Write, validate, and execute code to perform required modeling or analytical tasks by way of cloud and local compute environments (CPU or GPU).
Create informative and detailed reports, as well as data visualizations to summarize data and results; understand and evaluate appropriate performance metrics.
Actively engage in meetings with stakeholders. Contribute content to, and may lead, presentations or auxiliary discussions of summary reports with audience.
Follow best practices in documentation and use of code repositories, containers/environments, and version control. Work to ensure best practices are upheld and enforced.
Adhere to all institutional policies and practices for appropriate use and safeguarding of data.
Assist junior data scientists and ML engineers with tasks, as appropriate.
Maintain multiple projects simultaneously and functions effectively both independently and as part of a team.
Keep abreast of innovative technologies and approaches pertinent to data science, AI, NLP, and healthcare technology; evaluates their applicability and fit for current projects to ensure solutions remain cutting edge.
Perform other special projects and duties as assigned.
Qualification
Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.
Required
Graduate Degree in Medicine, Biomedical Informatics, Epidemiology, Computer Science, Data Science, Engineering, Public Health, Economics, Biostatistics, Health Policy, Statistics, Biometrics, or equivalent experience
3+ years of research experience in managing and analyzing data, and proven expertise working with clinical and research information systems
Strong analytic skills and ability to use a variety of software tools, particularly python and associated ML libraries (Pytorch, Tensorflow, LangChain, scikit-learn)
Experience analyzing and interpreting data, maintaining and managing large datasets, and ensuring the integrity of the data
Outstanding interpersonal skills and the ability to excel in team collaboration as well as in independent work
Preferred
Doctorate Degree in Medicine, Biomedical Informatics, Epidemiology, Computer Science, Data Science, Engineering, Public Health, Economics, Biostatistics, Health Policy, Statistics, or Biometrics
Experience working with cloud platforms (eg, Azure, Databricks, Snowflake)
Benefits
Comprehensive and competitive benefits
Countless opportunities for personal and professional growth
Dynamic environment embracing every person
Company
NewYork-Presbyterian Hospital
At NewYork-Presbyterian, we put patients first.
10,001+ employees
H1B Sponsorship
NewYork-Presbyterian Hospital 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
Trends of Total Sponsorships
2023 (5)
2022 (7)
2021 (6)
2020 (7)
Funding
Current Stage
Late StageLeadership Team
Michael Isler
Executive Protection Specialist For the CEO/President of NYP
Megan McCarthy
Co-Founder of NYP Global Rehabilitation
Company data provided by crunchbase
