Junior Data Scientist

Rotkreuz
21 avril | Poste à res­pon­sa­bil­i­tés | 100%

Junior Data Scientist

Junior Data Scientist

Develop algorithms from biological data for result calculation solutions to be deployed on long-term instruments in hospitals around the world. Make a difference in patients’ lives and take part in the future of medical devices and diagnostics projects.

We offer excellent development prospects, the ability to develop your skills to the highest level and be compensated with a competitive salary and fantastic benefits package.

Duties and responsibilities


  • Provide visual overviews and dashboards of results explaining trends and patterns in data.


  • Data preparation and preprocessing accessing SQL databases and remote servers.


  • Provide fundamental insight about subject matters related to assay development.


  • Implement reproducible Machine Learning pipelines using internal SW and best practices.


  • Perform exploratory data analyses/data science techniques.


  • Communicate statistical analysis and interpretation of data.


  • Discover, create and improve analytical methods to support novel approaches of data and information processing.


  • Design and develop novel and machine learning algorithms using both Auto ML SW and Python.


 

 

Requirements 


  • Previous working experience as a Machine Learning/ Data Scientist for at least 2 years.


  • Good programming skills in Python demonstrated experience making R Shiny dashboards.


  • Expertise implementing machine-learning techniques (e.g., K-means, SVM, trees, neural networks).


  • Strong knowledge of sciKit Learn, Pandas, and Keras.


  • Previous knowledge of biochemistry, assay development, or pharmaceuticals.


  • Strong grasp of fundamentals: linear algebra, statistical data analysis, discrete and continuous optimization, supervised and unsupervised methods, generative and discriminative methods.


  • Worked in SCRUM team and proficient using Git version control.


  • Experience working in a Linux environment


  • Knowhow in object oriented programming. Familiarity with reading Jmp, Matlab, and C based code.


  • Experience working in an international environment.