Data Scientist - experienced in R/Python
Data Scientist - experienced in R/Python
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Job Description
At Roche you can show up as yourself embraced for the unique qualities you bring. Our culture encourages personal expression open dialogue and genuine connections where you are valued accepted and respected for who you are allowing you to thrive both personally and professionally. This is how we aim to prevent stop and cure diseases and ensure everyone has access to healthcare today and for generations to come. Join Roche where every voice matters.
The Position
As an R/Python developer with a Data Science focus you will join the data science cluster in the Roche Informatics Data and Analytics Chapter (DnA).
You will be part of one or several multidisciplinary agile teams where youll actively shape the future of healthcare by using data science methods and principles to generate deeper insights from a great variety of data sources. To achieve this you will proactively identify needs design and implement analytical solutions provide advice and consulting support to our key stakeholders and show impact by executing proofofvalue initiatives or contributing to existing products.
Responsibilites:
Act as technical advisor and lead developer for all R packages in the project
Provide guidance to the development team on the packages structure and the integration between R packages and infrastructure components (ReactJS User Interface MongoDB database)
Participate in the endtoend development of the packages incl. writing proper documentation unit and integration tests
Manage package versioning in Git (using Roches instance of Gitlab)
The candidate will perform handson programming development tasks using R and Python collaborating with the team of software engineers and submit and perform code reviews using Git
Support the team in opensourcing the packages and submitting to CRAN
Requirements:
5 years experience in software development using R and Python
Experience developing R Shiny applications as well as Django Flask or FastAPI
Understanding of API development process and experience in API development with Plumber and deploying them to Posit (RStudio) Connect
Strong foundation in data science and machine learning
Advanced knowledge of the R Programming language including R package development testing (testthat) and documentation (Rmarkdown)
Experience with submitting R packages to CRAN is a plus
Experience in creating test cases for R packages and creating a testing strategy to fit the business requirements
Critical thinking and ability to supervise the development of several R packages
Understanding opensource software development
Practitioner of Agile (Scrum) methodology
Experience performing code reviews
Git version control experience
Experience in working with CI/CD managed environments
Familiar with Pandas and numpys libraries
Excellent communication skills
Who we are
A healthier future drives us to innovate. Together more than 100000 employees across the globe are dedicated to advance science ensuring everyone has access to healthcare today and for generations to come. Our efforts result in more than 26 million people treated with our medicines and over 30 billion tests conducted using our Diagnostics products. We empower each other to explore new possibilities foster creativity and keep our ambitions high so we can deliver lifechanging healthcare solutions that make a global impact.
Lets build a healthier future together.
Roche is an Equal Opportunity Employer.
Required Experience:
Senior IC
Employment Type
Full-Time
