Postdoctoral Scientist Data Science AIML & DH
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Posted on:
15 hours ago
Vacancies:
1 Vacancy
Job Summary
At Johnson & Johnsonwe believe health is everything. Our strength in healthcare innovation empowers us to build aworld where complex diseases are prevented treated and curedwhere treatments are smarter and less invasive andsolutions are our expertise in Innovative Medicine and MedTech we are uniquely positioned to innovate across the full spectrum of healthcare solutions today to deliver the breakthroughs of tomorrow and profoundly impact health for more at .
As guided by Our Credo Johnson & Johnson is responsible to our employees who work with us throughout the world. We provide an inclusive work environment where each person is considered as an individual. At Johnson & Johnson we respect the diversity and dignity of our employees and recognize their merit.
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Post Doc Data Analytics & Computational SciencesJob Category:
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Beerse Antwerp BelgiumJob Description:
Data Science and Digital Health (DSDH) function within Johnson & Johnson Innovative Medicine Research & Development is recruiting for the role of Postdoctoral Scientist AI/ML & DH.
The location for this position is Cambridge MA; Titusville NJ; Spring House PA or Beerse Belgium
Johnson & Johnson Innovative Medicine Research & Development develops treatments that improve the health of people worldwide. Research and development areas encompass multiple therapeutic areas (TA) including oncology cardiopulmonary immunology and neuroscience. Our goal is to help people live longer healthier lives. We have produced and marketed many first-in-class prescription medications and are poised to serve the broad needs of the healthcare market from patients to practitioners and from clinics to hospitals. To learn more about Johnson & Johnson Innovative Medicine R&D please visit AI/ML and Digital health team within Johnson & Johnson Innovative Medicine Research & Development is a part of Data Science & Digital Health (DSDH) function and develops innovative AI/ML and analytical solutions using a variety of data sources across multiple diseases and therapeutic areas. We are looking for outstanding candidate for the role of Postdoctoral Scientist AI/ML & DH whose responsibilities include:
Key Responsibilities:
- 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. This includes defining what and why particular digital phenotype needs to be measured developing analytical strategy and designing specific experiments.
- Communicate results to internal stakeholders and external partners through project reports and peer reviewed research publications
Required qualifications:
- 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.
Preferred qualifications:
- Familiarity with drug discovery and the clinical development process.
- Hands-on experience with digital endpoint/biomarker validation frameworks
Thriving on a diverse company culture and celebrating the uniqueness of our employees we are committed to inclusion. We are proud to be an equal opportunity employer. Johnson & Johnson is an Affirmative Action and Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race color religion sex sexual orientation gender identity age national origin or protected veteran status and will not be discriminated against on the basis of disability.
Required Skills:
Preferred Skills:
Required Experience:
IC
Key Skills
- Laboratory Experience
- Immunoassays
- Machine Learning
- Biochemistry
- Assays
- Research Experience
- Spectroscopy
- Research & Development
- cGMP
- Cell Culture
- Molecular Biology
- Data Analysis Skills
About Company
About Johnson & Johnson A t Johnson & Johnson, we believe good health is the foundation of vibrant lives, thriving communities and forward progress. That’s why for more than 130 years, we have aimed to keep people well at every age and every stage of life. Today, as the world’s larges ... View more
