Staff Fellow - Senior Data Scientist

predictive modeling, ML approaches, optimization algorithms, domain adaptation methods
Full Time
$80,000 - $120,000
Travel required to 10%.

Job Description

INTRODUCTION: The Center for Devices and Radiological Health (CDRH or Center), as the scientific and regulatory component of the U.S. Food and Drug Administration (FDA) charged with facilitating and ensuring medical device innovation, safety, and effectiveness, and advancing regulatory science is now accepting applications for a Staff Fellow (Senior Data Scientist) to serve in the Office of Clinical Evidence and Analysis (OCEA or Office).   OCEA oversees the application of modern artificial intelligence tools, including machine learning and deep learning methodologies, that can be evaluated, piloted, and implemented at scale by CDRH to help the Center evaluate clinical evidence and other device-related data to more efficiently conduct regulatory review activities in support of the Center’s mission.

 

POSITION SUMMARY:  OCEA is seeking a Staff Fellow (Senior Data Scientist) to develop, pilot, and implement various data analytics tools within CDRH, while collaborating with a team of Data Scientists, across the Office and Center and interface with contractors to accomplish these goals.  The Staff Fellow will support of OCEA’s mission to provide policy and program support regarding clinical trials, biostatistics, real-world evidence, epidemiological analysis, as well as outreach and collaboration with hospital systems and other external stakeholders, to ensure the safety, effectiveness, and reliability of regulated medical devices. 

 

DUTIES / RESPONSIBILITIES: As a Staff Fellow (Senior Data Scientists), the selected candidate will:

  • Serve as an expert and technical authority on analytical and programming techniques necessary to collect, organize, analyze, and interpret unique and highly specialized data sets.
  • Provide subject matter expertise and regulatory support in the form of consultation in the reviews of new medical devices and accompanying test data and reports.
  • Solve complex analytical problems using quantitative approaches.
  • Lead cross-functional teams, which includes product owners, designers, developers, researchers, and content editors, to develop data-driven solutions to address business and user challenges
  • Communicate data findings to stakeholders using different visual formats to picture and provide reports.
  • Provide technical expertise to product teams in the development, implementation, and oversight of new technologies.

 

PROFESSIONAL EXPERIENCE / KEY REQUIREMENTS: To qualify for this position, you must demonstrate in your resume the necessary experience for this position, which is equivalent to the following:

  • Demonstrated skill in developing artificial intelligence tools
  • Expertise in using open-source programming languages such as Python to manipulate and analyze data
  • Ability to utilize predictive modeling concepts, machine learning (ML) approaches, and/or optimization algorithms to analyze data.
  • Experience with training ML models under data-starved conditions
  • Experience with domain adaptation methods
  • Previous expertise in one or more of ML, deep learning (CNNs, RNNs, LSTMs, GANs), and familiarity with deep learning libraries (TensorFlow, PyTorch, etc.)

BASIC QUALIFICATIONS: This position is multidisciplinary, and applicants will be required to meet the specific qualification requirements of the following applicable occupational series: Computer Science Series, 1550; Electrical Engineering Series, 0850; Bioengineering and Biomedical Engineering Series, 0858; General Engineering Series, 0801; General Mathematics and Statistics Series, 1501; Statistics Series, 1530; Mathematical Statistics Series, 1529; or other related or a quantitative science field.

ADDITIONAL QUALIFICATIONS: At a minimum, the candidate must possess a doctoral-level degree from an accredited institution of higher learning, to include: Ph.D., M.D., D.V.M., D.D.S., D.M.D., Sc.D., or other research doctoral-degree widely recognized in U.S. academe as equivalent to a Ph.D.  Candidates must have professional experience and stature in their area of expertise commensurate with the duties of the scientific position being filled.

FOREIGN EDUCATION: If you are using education completed in foreign colleges or universities to meet the qualification requirements, you must show that the education credentials have been evaluated by a private organization that specializes in interpretation of foreign education programs and such education has been deemed equivalent to that gained in an accredited U.S. education program; or full credit has been given for the courses at a U.S. accredited college or university. For further information, visit the U.S. Department of Education website for Foreign Education Evaluation.

 

CONDITIONS OF EMPLOYMENT:

  • One-year probationary period may be required.
  • This position is for a two (2) year appointment and will be filled through FDA’s Staff Fellowship Program
  • Background and/or Security investigation
  • Applicants who are U.S. Citizens and born male, on (or after) 12/31/1959, must be registered with the Selective Service System OR have an approved
  • This position may require financial disclosure reporting and will be subject to FDA's prohibited financial interest regulation. If you are hired, you may be required to divest of certain financial interests. You are advised to seek additional information on this requirement from the hiring official before accepting any job offers. For additional information, please visit the FDA Ethics and Integrity Office

SALARY: Salary is commensurate with education and experience.

LOCATION: Silver Spring, Maryland, FDA Headquarters, White Oak Campus

How to Apply:  Submit an electronic resume or curriculum vitae, cover letter containing describing why you are uniquely qualified for this position, and a copy of unofficial transcripts all in one document (Adobe PDF) to CDRHRecruitment@fda.hhs.gov, with Job Reference code “2022-OCEA-DCEA II- SR Data Scientist-001” in the subject line. Applications will be accepted through August 8, 2022. 

 

Additional Announcement Information

 

  1. COVID-19: Due to COVID-19, the Agency is currently in an expanded telework posture. If selected, you may be expected to temporarily telework, even if your home is located outside the local commuting area. Once employees are permitted to return to the office, you will be expected to report to the duty station listed on this announcement within 45 days. At that time, you may be eligible to request to continue to telework one or more days a pay period depending upon the terms of the agency's telework policy. As required by Executive Order 14043, Federal executive branch employees are required to be fully vaccinated against COVID-19 regardless of the employee's duty location or work arrangement (e.g., telework, remote work, etc.), subject to such exceptions as required by law. If selected, you will be required to be vaccinated against COVID-19 and will receive instructions on how to provide documentation.

 

  1. Security and Background Requirements: All candidates must meet applicable security requirements which include a background check and a minimum of 3 out of the past 5 years’ residency status in the US. If not previously completed, a background security investigation will be required for all appointees. Appointment will be subject to the applicant’s successful completion of a background security investigation and favorable adjudication. Failure to successfully meet these requirements may be grounds for appropriate personnel action. In addition, if hired, a background security reinvestigation or supplemental investigation may be required at a later time. Applicants are also advised that all information concerning qualifications is subject to investigation. False representation may be grounds for non-consideration, non-selection, or appropriate disciplinary
  2. Benefits: The Federal Government offers a comprehensive benefits Explore the major benefits offered to most Federal employees at https://www.usa.gov/benefits-for-federal-employees
  3. Travel, transportation and relocation expenses will not be paid.

 

HHS/FDA is an equal opportunity and affirmative action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or protected veteran status.

 

DEPARTMENT OF HEALTH AND HUMAN SERVICES IS AN EQUAL OPPORTUNITY EMPLOYER SMOKE FREE ENVIRONMENT

Dice Id : RTX1edb82
Position Id : 7511372
Originally Posted : 1 month ago
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