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Correlation Ventures

2024 Data Sciences - Co-op



Data Science
Framingham, MA, USA
Posted on Thursday, May 2, 2024

Job Description:

The proposed position is based in R&D, CMC Development supporting activities in the Data Science group. The 5-month placement will have a direct focus on data analysis, machine learning, modeling, and data visualization supporting the main functions in the Cell Culture Development within CMC Development.

The objective of this placement is to evaluate the performance of various data-driven, mechanistic, and hybrid modeling methodologies for modeling mammalian cell culture expressing recombinant products.

This would include (1) developing, from publicly-available or internal data, a plausible model of mammalian cell culture expressing recombinant products, (2) using said model to generate synthetic data across varying experimental conditions, and (3) using this data to evaluate empirical and physics-informed hybrid models for accuracy under a data-limited settings.

This position requires knowledge in modeling & simulation, data analysis, and numerical computing on platforms such as Python, MATLAB, or R.

This is an exciting opportunity to demonstrate the benefits of Data Science in a cutting edge scientific department developing the next generation of Sanofi medicines that will improve the quality of life for patients across the world.

Basic Qualifications:

  • Working towards a scientific, engineering, computer science, or data science graduate degree (Master/PhD) with a good understanding and interest in machine learning methodologies

  • Experience in process modeling or ability to develop numerical simulations in Python, MATLAB, R or similar

  • An ability to work as part of a team, engaging other scientists with complementary skill sets in the field of biologics development

  • A change agent mentality, proposing novel approach to challenging scientific questions

Preferred Qualifications:

  • A scientific foundation in biology or life science

  • Knowledge of multivariate data analysis

  • Machine Learning knowledge

Additional Comment:

The position will be based in Framingham on the Sanofi campus. A free Shuttle service is available from downtown Boston

Sanofi Inc. and its U.S. affiliates are Equal Opportunity and Affirmative Action employers committed to a culturally diverse workforce. All qualified applicants will receive consideration for employment without regard to race; color; creed; religion; national origin; age; ancestry; nationality; marital, domestic partnership or civil union status; sex, gender, gender identity or expression; affectional or sexual orientation; disability; veteran or military status or liability for military status; domestic violence victim status; atypical cellular or blood trait; genetic information (including the refusal to submit to genetic testing) or any other characteristic protected by law.


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Better is out there. Better medications, better outcomes, better science. But progress doesn’t happen without people – people from different backgrounds, in different locations, doing different roles, all united by one thing: a desire to make miracles happen. So, let’s be those people.

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