NYU Grossman School of Medicine is one of the nation’s top-ranked medical schools. For 175 years, NYU Grossman School of Medicine has trained thousands of physicians and scientists who have helped to shape the course of medical history and enrich the lives of countless people. An integral part of NYU Langone Health, the Grossman School of Medicine at its core is committed to improving the human condition through medical education, scientific research, and direct patient care. At NYU Langone Health, equity and inclusion are fundamental values. We strive to be a place where our exceptionally talented faculty, staff, and students of all identities can thrive. We embrace inclusion and individual skills, ideas, and knowledge.
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Position Summary:
We have an exciting opportunity to join our team as a Data Analyst – Model Credibility.
We are seeking a motivated Data Analyst to join our team and contribute to an exciting research program. As part of the recently launched Complement-ARIE program, the NYU-Sage New Approach Methodologies (NAMs) Data Hub and Coordinating Center will create a risk and credibility assessment program to work together with NAMs researchers to plan for and execute credibility assessments for their developed technologies. The program will establish a framework for risk and credibility assessment.
The successful candidate is expected to support and/or lead the assessment of credible, reproducible, and regulatory-ready models. Responsibilities may include defining the models Context of Use (COU), scope, assumptions, limitations, risk profile, credibility goals, and acceptance criteria; assessing metadata completeness and reproducibility; and supporting verification, validation, uncertainty quantification, sensitivity analysis, robustness testing, and regulatory documentation.
Job Responsibilities:
- Assist in developing and implementing risk and credibility assessment frameworks for NAMs, including computational models, mechanistic experiments/simulations, organoid models, technologies in toxicology, and combinatory NAMs.
- Support context-of-use (COU) definition, applicability analysis
- Support/consult experimental designs of NAMs technology development
- Contribute to verification and validation (V&V) studies, including software testing, computational reproducibility, numerical consistency checks.
- Assist with statistical and computational analyses using experimental, simulation, omics, or clinical data.
- Uncertainty quantification, and robustness/sensitivity evaluations.
- Support development and maintenance of reproducible computational pipelines.
- Assist with preparation of technical and regulatory documentation, including validation reports, SOPs, audit-readiness documentation, and quality-management records.
- Establish pipeline QA/QC
- Support alignment with relevant regulatory agencies (FDA, EPA) and standards frameworks.
Minimum Qualifications:
To qualify you must have a
Masters degree in a quantitative discipline (Biomedical Informatics, Computer Science, Machine Learning, Applied Stascs, Mathematics or similar field) and 3 years of experience in machine learning/ data science.
Proficiency in at least one programming language (Python, R) and machine learning tools (scikitlearn, R)
Knowledge of predictive modeling and machine learning concepts, including design, development, evaluation, deployment and scaling to large datasets
Familiarity with computing models for big data Hadoop / MapReduce, Spark etc.
Knowledge of databases (Relational / SQL, NOSQL MongoDB etc.)
Good grasp of soware engineering principles. Experience in integrating modern software architectures.
Knowledge and some experience in operational aspects of soware development and deployment, including automation, testing, virtualization and container technology
Knowledge of clinical and operational aspects of healthcare delivery.
Excellent written and oral communication skills for a variety of audiences
Preferred Qualifications:
Experience with New Approach Methodologies (NAMs), computational toxicology, physiologically based pharmacokinetic (PBPK) modeling, systems biology, or mechanistic modeling.
Familiarity with risk and credibility assessment frameworks such as ICH M15, ASME V&V 40, FDA computational modeling guidance, GAMP 5, ISO 14971, or related regulatory/scientific standards.
Experience with verification and validation (V&V), uncertainty quantification, or reproducibility assessment.
Familiarity with AI/ML model evaluation, predictive modeling, or model-performance assessment.
Experience with reproducible computational workflows, pipeline development, or data-engineering practices.
Experience using Git/version control, containerized workflows, cloud computing, or high-performance computing (HPC) environments.
Experience preparing technical documentation, SOPs, validation reports, or regulatory/scientific reports.
Exposure to regulated research environments (e, g, NDA filing), quality-management systems, or electronic-record compliance frameworks such as 21 CFR Part 11.
Experience with SoMD and interactions with regulatory agencies such as FDA and interest in regulatory science.
Experience in toxicology and translational biomedical research.
Qualified candidates must be able to effectively communicate with all levels of the organization.
NYU Grossman School of Medicine provides its staff with far more than just a place to work. Rather, we are an institution you can be proud of, an institution where you’ll feel good about devoting your time and your talents. At NYU Langone Health, we are committed to supporting our workforce and their loved ones with a comprehensive benefits and wellness package. Our offerings provide a robust support system for any stage of life, whether it’s developing your career, starting a family, or saving for retirement. The support employees receive goes beyond a standard benefit offering, where employees have access to financial security benefits, a generous time-off program and employee resources groups for peer support. Additionally, all employees have access to our holistic employee wellness program, which focuses on seven key areas of well-being: physical, mental, nutritional, sleep, social, financial, and preventive care. The benefits and wellness package is designed to allow you to focus on what truly matters. Join us and experience the extensive resources and services designed to enhance your overall quality of life for you and your family.
NYU Grossman School of Medicine is an equal opportunity employer and committed to inclusion in all aspects of recruiting and employment. All qualified individuals are encouraged to apply and will receive consideration. We require applications to be completed online.
View Know Your Rights: Workplace discrimination is illegal.
NYU Langone Health provides a salary range to comply with the New York state Law on Salary Transparency in Job Advertisements. The salary range for the role is $84,577.93 – $126,991.52 Annually. Actual salaries depend on a variety of factors, including experience, specialty, education, and hospital need. The salary range or contractual rate listed does not include bonuses/incentive, differential pay or other forms of compensation or benefits.
To view the Pay Transparency Notice, please click here
Salaries shown on independent jobs related websites reflect market averages and do not represent information obtained directly from NYU Langone. We invite and encourage each candidate to discuss salary/hourly specifics during the application and hiring process.
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About NYU Langone Health
Be Where Everyone Is Dedicated to Exceptional Care
NYU Langone is a world-class, patient-centered, integrated academic health system with Magnet®-recognized status by the American Nurses Credentialing Center (ANCC). Our trifold mission to care, teach, and discover is achieved daily through NYU Langone’s inclusive culture devoted to excellence across the organization. Here, you can advance your career supported by exceptionally talented faculty and staff in an environment where everyone works together to deliver the best possible outcomes for our patients.
Our Hiring Process
Joining Our Team
Get ready to start your career journey at NYU Langone, where cutting-edge research meets compassionate care, and discover how you can contribute to shaping the future of medicine.
Step 1
Apply Online
The NYU Langone hiring process begins with you applying through our online portal. Be sure to update and upload your resume. Shortly after you submit your application, you will receive an email confirmation. Ten days after applying you will receive a talent assessment to be completed.
Step 2
Schedule Interviews
If selected to continue the interview process, HR will reach out via phone or email first. Then, depending on your position, they will schedule an interview with unit managers or team members. You are encouraged to dress professionally for all interviews.
Step 3
Receive Offer
If you successfully complete the interview process and are identified as a finalist for the position, we will require that you complete a professional reference process. After evaluating the completed references, a decision will be made on who will receive a preliminary offer. If you receive a preliminary offer, HR will start the onboarding process with an agreed-upon tentative start date.
Step 4
Training & Orientation
You will be contacted by an onboarding specialist who will work with you on your pre-boarding requirements. Once fully cleared, we will ask you to complete compliance orientation regulatory training. On your first day, you will attend an online required orientation to acclimate to the health system and report to your new department based on instructions provided by your hiring manager.
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In my role, I provide a favorable atmosphere for our patients, visitors, employees, and students by ensuring their safety against fire hazards and by maintaining conducive temperatures throughout the seasons. I'm proud to work alongside my teammates to provide excellent service at a world-class organization that offers great opportunities to deserving candidates.
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jul 2021FGP Office Managerdec 2021FGP NurseJun 2022Emergency Department Follow-up Coordinatormay 2024Nurse Coordinator, ED Follow-Up Center
I interviewed here for a position in inpatient pediatrics as soon as I graduated from nursing school. I was impressed by the culture of the hospital. Everyone I met seemed genuine in the way they treated patients, family, and colleagues. I sensed that I would fit in well with NYU Langone’s culture of respect and caring. I built my career here because I was encouraged and afforded opportunities for professional development and advancement at every stage of my career. It is extremely fulfilling to be a servant leader here. I enjoy prioritizing the needs of my team and helping them professionally develop and flourish.
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Performance Improvement and Magnet
When I arrive at work each day, I know I am part of an organization with a fantastic culture, where you are seen, encouraged, provided with mentorship, and given tools like tuition assistance to overcome circumstances and setbacks. Moving up and building my career at NYU Langone Health gives me purpose and meaning. It keeps me engaged and excited about future opportunities.
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While serving in the United States Coast Guard, I learned essential skills that have helped me deliver better patient care and continue my career growth. NYU Langone Health provided me with resources and flexibility so that I can complete my Bachelor of Science in Nursing degree while working within the Faculty Group Practice. I now work alongside an incredible clinical team, who I learn from each and every day.
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Haleigh T.
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Sr. Research Project ManagerConnecting with the Internal Career Planning team has helped me to build my career with NYU Langone Health. The internal team has been a great resource in my career growth, as they took the time to learn more about my career aspirations to counsel me on potential opportunities that would fit my career goals.
sep 2017Administrative CoordinatorAUG 2020Senior Project Coordinatormar 2022Research Project Managermar 2024Sr. Research Project Manager
I knew I wanted to pursue a career in clinical research within a large healthcare system. Over the past few years, I have participated in many internal trainings and as a result I’ve developed a better understanding of the different components in clinical research. I resonate with NYU Langone Health’s mission, and I enjoy working in an environment with a meaningful community of healthcare employees.
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NYU Langone Health is truly a place full of endless opportunities for growth. I’ve always been fortunate to have great managers who fostered my desire to learn, innovate, and grow. My experience at NYU Langone has shaped me into who I am today. Here, you are part of a community and a family ― it is more than just a job, it is something to be proud of.
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JAN 2021MRI Technician – IV CertifiedDEC 2023Technical Supervisor, Radiology
My motivation to build a career at NYU Langone Health comes from my parents. My mother was employed with NYU Langone as a nurse, and my father spent 15 years working as a building service supervisor. They worked at NYU Langone to improve the lives of all who entered its doors, and they helped grow the institution to what it is today. I want to have the same impact, commitment, and dedication to NYU Langone’s future growth.
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Associate Director - Shared Resource LaboratoryIn my current role as Associate Director for the Cytometry and Cell Sorting Laboratory, I’m grateful to have the opportunity of overseeing one of our shared resource laboratories that is utilized by our researchers and their lab members. Of all the places that I have worked, this is where I’ve felt most appreciated for my work and commitment to my job. My personal growth is always encouraged, and they offer so many possibilities to learn and grow if we’re willing to make the commitment.
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Scheduling and Registration AssociateI've taken many courses since joining NYU Langone to help me gain more knowledge and skills. It has led me to greater responsibility and a transfer promotion because it made me a more valuable and adaptable employee. Skill development provided a pathway for advancement and enhanced job satisfaction and performance. Some skills that were key in helping me move forward are: effective communication, adaptability, active listening, and team work.
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FGP Medical Assistant SupervisorIt is important to work at an organization that supports employees and invests in their development because it not only enhances skills and career growth, but also builds engagement, loyalty and overall job satisfaction.
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