
Postdoctoral Scientist, Data Science, AI/ML, DH
Johnson & Johnson
full-time
Posted on:
Location Type: Hybrid
Location: Cambridge • Massachusetts • New Jersey • United States
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Salary
💰 $77,000 - $108,000 per year
Tech Stack
About the role
- Analyze data from wearable sensors to develop digital biomarkers using methodologies from signal processing and AI.
- Prepare and process raw sensor data streams to extract clinically relevant and novel features.
- Build novel or enhance existing AI algorithms or time-series models for digital endpoint development and validation.
- Build sensor data analysis and modeling pipelines to develop re-usable software assets.
- Partner with cross-functional teams to execute on developing, adapting, and delivering digital health solutions.
Requirements
- A recent Ph.D. degree within 3 years in computer science, electrical engineering, biomedical engineering, or related discipline.
- Extensive experience in analyzing high frequency data from wearable biosensors (e.g., accelerometer, ECG, PPG).
- Strong background and proven experience in developing or implementing advanced state of the art AI and signal processing methods.
- Experience with large scale data processing and integrating multi-modal datasets.
- Proficiency in one or more programming languages such as Python, R, MATLAB and writing re-usable and well documented code.
- Demonstrated scientific excellence as measured by publications and presentations.
- Excellent interpersonal, communication, and presentation skills.
- Ability to work in a dynamic and collaborative environment.
Benefits
- medical, dental, vision, life insurance
- short- and long-term disability
- business accident insurance
- group legal insurance
- consolidated retirement plan (pension)
- savings plan (401(k))
- Vacation –120 hours per calendar year
- Sick time - 40 hours per calendar year; for employees who reside in the State of Washington –56 hours per calendar year
- Holiday pay, including Floating Holidays –13 days per calendar year
- Work, Personal and Family Time - up to 40 hours per calendar year
- Parental Leave – 480 hours within one year of the birth/adoption/foster care of a child
- Condolence Leave – 30 days for an immediate family member: 5 days for an extended family member
- Caregiver Leave – 10 days
- Volunteer Leave – 4 days
- Military Spouse Time-Off – 80 hours
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
data analysissignal processingAI algorithmstime-series modelsdata processingmulti-modal datasetsPythonRMATLABsoftware development
Soft Skills
interpersonal skillscommunication skillspresentation skillscollaborationadaptability
Certifications
Ph.D. in computer sciencePh.D. in electrical engineeringPh.D. in biomedical engineering