Roche is a global pharmaceutical and medical diagnostics company dedicated to advancing science and healthcare. The Data Scientist role involves researching, designing, and implementing machine learning algorithms and statistical models for various applications, as well as contributing to experimental design and data analysis processes.
Research, design, implement and evaluate machine learning algorithms and statistical models for signal processing and/ bioinformatics applications.
Contribute to experimental design through an individual understanding of the limits and opportunities available through the analytical pipeline and the ways in which algorithmic routines can be tailored to the experimental design.
Generate external routines or small pipelines which recreate commonly used plots for experimentalists when a particular analysis and set of plots is widely needed on a routine basis.
Identify new sets of plotting/visualization needs of experimental groups and propose new ways of viewing data, with automated routines that would increase their efficiency.
Present analysis results and demonstrate qualitative understanding of underlying physical phenomena and analytical methods.
Understand and convey the limits of analytical routines chosen for the analysis being presented, and be knowledgeable of alternative approaches with their own advantages and limitations.
Prototype algorithms or data analysis methods.
Independently research and propose approaches to analysis which may be alternatives to those recommended by management or more senior data scientists on a particular project.
Document technical work as part of the product development process.
Assist with patent/paper publishing.
Contribute to our evolving cloud infrastructure, data engineering pipeline, and analysis stack.
Qualification
Required
Master’s degree in Data Science, Computer Science or a closely related field, and 2 years of experience as a Software Engineer, Systems Analyst or in an IT consulting role.
Bachelor’s degree in Data Science, Computer Science or a closely related field and 4 years of experience of progressively responsible post-baccalaureate as a Software Engineer, Systems Analyst or in an IT consulting role.
2 years of experience with Python.
2 years of experience with SQL.
2 years of experience with ML Algorithm.
2 years of experience with Auto ML tools including Data Iku, H2O, Data Robot.
2 years of experience with data modeling for legacy on-premises and cloud-based database systems.
Preferred
Benefit
A discretionary annual bonus may be available based on individual and Company performance.
This position also qualifies for the benefits detailed at the link provided below.
Roche is a pharmaceutical and diagnostics company that offers medicines and diagnostic tests for various medical conditions and diseases.
