Digital Health Data Scientist

Location: Berlin, Germany
Job Type: Full-Time
Employer: Bayer
Bayer is a global enterprise with core competencies in the Life Science fields of health care and agriculture. Its products and services are designed to benefit people and improve their quality of life. At Bayer you have the opportunity to be part of a culture where we value the passion of our employees to innovate and give them the power to change.

Tasks and Responsibilities

  • Develop and optimize ML models based on wearable, real-time and historical data
  • Help the business translators in converting complex requirements into feasible solution proposals
  • Stay motivated and foster the innovation processes in the context of digital care
  • Learn new technologies (in particular IoT-related) and research objectives
  • Work with business and scientific stakeholders with a clear vision of the final goals and on the business impact
  • Communicate in a clear and concise way using the most appropriate approach for each different stakeholder

Who you are

  • M.Sc. in computer science, mathematics, engineering, or statistics
  • Several years of relevant work experience
  • Strong analytical skills, team playing, and communication skills
  • Experience in data modeling, wrangling and visualization
  • Good knowledge of SQL, streaming, processing (e.g. Spark), and data warehousing platforms
  • Very good Knowledge of the most important machine learning models (classification, regression, clustering, time-series analysis)
  • Knowledge of deep learning models (CNN, RNN)
  • Knowledge of at least two of the following languages: Python, R, C/C++, Scala, Julia, Mathematica
  • Knowledge of the most common ML/DL frameworks (Scikit-Learn, Stan, Pandas, Tensorflow, PyTorch, Keras, Matplotlib)
  • Good knowledge of mobile applications operating systems (iOS, Android) and technologies (Swift, Java, Kotlin)
  • Good knowledge of IoT and wearables
  • Experience in pharmaceutical industry is a plus
  • Passionate team player

Are you looking for a new challenge where you can show your passion for innovation? Are you interested in working as part of a global team to improve people’s lives? Then send us your online application including cover letter, CV and references.

Bayer welcomes applications from all individuals, regardless of race, national origin, gender, age, physical characteristics, social origin, disability, union membership, religion, family status, pregnancy, sexual orientation, gender identity, gender expression or any unlawful criterion under applicable law. We are committed to treating all applicants fairly and avoiding discrimination.

Apply for this job

About Bayer
Bayer is a global enterprise with core competencies in the life science fields of health care and nutrition. Its products and services are designed to benefit people by supporting efforts to overcome the major challenges presented by a growing and aging global population. At the same time, the Group aims to increase its earning power and create value through innovation and growth. Bayer is committed to the principles of sustainable development, and the Bayer brand stands for trust, reliability and quality throughout the world. In fiscal 2018, the Group employed around 117,000 people and had sales of 39.6 billion euros. Capital expenditures amounted to 2.6 billion euros, R&D expenses to 5.2 billion euros.

Post your job offer now to start hiring the best digital health talent! For further information, please contact us.

Most Popular Now

Significant Disparities in Telemedicine …

After "COVID-19," the term that most people will remember best from 2020 is likely to be "social distancing." While it most commonly applied to social gatherings with family and friends...

FDA Releases Artificial Intelligence / M…

Today, the U.S. Food and Drug Administration released the agency's first Artificial Intelligence/Machine Learning (AI/ML)-Based Software as a Medical Device (SaMD) Action Plan. This action plan describes a multi-pronged approach...

Using Artificial Intelligence to Find Ne…

Scientists have developed a machine-learning method that crunches massive amounts of data to help determine which existing medications could improve outcomes in diseases for which they are not prescribed. The intent...

New Virtual Screening Strategy Identifie…

A novel computational drug screening strategy combined with lab experiments suggest that pralatrexate, a chemotherapy medication originally developed to treat lymphoma, could potentially be repurposed to treat COVID-19. Haiping Zhang...

The Institute of Healthcare Management C…

The Institute of Healthcare Management has called for honest and open communication about NHS capacity after a snapshot survey revealed the scale of sickness absence across the service. The UK's leading...

CliniSys Launches Laboratory Information…

CliniSys has launched a new laboratory information management system for genomic laboratories in the UK. The company has brought GLIMS Genomics to the UK from Europe, where it is being...

One in Four Doctors Attacked, Harassed o…

While many physicians benefit from social media by networking with potential collaborators or interfacing with patients, a new study from Northwestern University and the University of Chicago found many physicians...

First NHS Trust and Sectra Achieve Rapid…

A new region-wide approach to analysing x-rays, MRI scans, CT scans, mammography, and an entire range of crucial diagnostic images, has started to become reality, now that The Pennine Acute...

Abbott to Launch the NeuroSphere™ myPath…

Abbott (NYSE: ABT) today announced the upcoming launch of NeuroSphere™ myPath™, a digital health app designed to track and report on patient perceived pain relief and general well-being associated with...

Bayer Transforms Pharma Business through…

At its virtual Pharma Media Day, Bayer presented exciting progress in transforming its pharmaceutical business with breakthrough innovation in healthcare that will significantly help patients suffering from conditions that are...

Philips and Merck Partner to Advance Per…

Royal Philips (NYSE: PHG, AEX: PHIA), a global leader in health technology, announced a multi-year partnership with Merck, a leading science and technology company, to develop clinical-grade digital solutions for...