Senior Data Scientist - Process Modeling
Framingham, Massachusetts Permanent Date posted 07/06/2024Job title: Senior Data Scientist - Process Modeling
Location: Framingham, MA
About the Job:
The Senior Data Scientist-Process Modeling will be based in the Global CMC Development group in Research & Development (R&D) and will provide process modelling and advanced analytics support for biological process development, with a focus on downstream unit operations.
With a formal training as a process engineer / process systems engineer and a specialization in process modelling, you will have demonstrated skills in the field of mechanistic and hybrid modelling methodologies to support process design, optimization, and process control activities for biopharmaceuticals. You will also have familiarity with machine learning/data-driven modelling methodologies to support these applications.
We are an innovative global healthcare company with one purpose: to chase the miracles of science to improve people’s lives. We’re also a company where you can flourish and grow your career, with countless opportunities to explore, make connections with people, and stretch the limits of what you thought was possible. Ready to get started?
Main responsibilities:
As part of matrix project teams, develop and deploy mechanistic, hybrid and data-driven modelling solutions to support downstream process development activities for a broad range of biopharmaceuticals.
Use programming languages such as Python, MATLAB, R to translate complex mathematical models into clean and reusable codes for model use and implementation.
In coordination with the process development group and working closely with the Data Science team, design and analyze targeted experiments required to calibrate and verify model performance.
Act as a change agent to support the implementation of process modelling in established process development workflows for targeted downstream unit operations.
Document progress against deliverables with rigorous scientific communication via technical presentations, reports and, when appropriate, scientific publications.
Track progress against deliverables and maintain a communication plan with key stakeholders and partners across departments.
For this position, domain knowledge in biologics downstream process development and manufacturing (e.g. affinity/ion exchange chromatography, filtration etc.) is required.
This is an exciting opportunity to demonstrate the benefits of process modelling and 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.
About you:
Process systems engineer/modeler with a PhD in Chemical/Biochemical Engineering and a minimum of 5 years of industrial experience, or MSc with 9 years of industrial experience.
Proven track record of developing process models for downstream unit operations for biologics, e.g., affinity/ion exchange chromatography, ultra/ nano / tangential flow filtration etc. for process design, scale-up, scale-down and/or process control purposes.
Demonstrated ability to translate mathematical models into computer programs using programming languages such as MATLAB, R, Python or similar.
Domain knowledge in Biology with industrial or academic experience in downstream process development and/or manufacturing.
Excellent communication skills in an international environment.
Demonstrated knowledge and application of Machine Learning / Multivariate analysis methodologies to biological processes.
Knowledge/ experience with process simulation software (e.g. gPROMS, DSPX) and integrated systems modelling applications (i.e. flowsheet modelling).
Experience in continuous bioprocess manufacture with associated Model Predictive Control (MPC).
Solid track record of publications in the field of process modelling/process simulation in peer reviewed journals.
Why Choose Us?
Bring the miracles of science to life alongside a supportive, future-focused team.
Discover endless opportunities to grow your talent and drive your career, whether it’s through a promotion or lateral move, at home or internationally.
Enjoy a thoughtful, well-crafted rewards package that recognizes your contribution and amplifies your impact.
Take good care of yourself and your family, with a wide range of health and wellbeing benefits including high-quality healthcare, prevention and wellness programs and at least 14 weeks’ gender-neutral parental leave.
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.
#GD-SA
#LI-SA
#LI-Hybrid
You have not viewed any jobs yet.
You have not saved any jobs yet.
Sanofi careers in the US
Join our US team and get expert mentorship and training platforms, while helping to shape our culture. Bring your passion and energy and use your skills to help create vaccines and medicines that halve the time from discovery to therapy.
Find out more about this location
Experience possibility
-
-
Cambridge Crossing
We're bringing together 2,500 people from across our organization — R&D, Medical, Commercial and Global colleagues all working to realize the power of collaboration.
-
Innovation in Action
Our flexible lab of the future will transform how we conduct research, while our innovation center will be fully integrated with existing R&D locations.
-
Sustainable and Green
Our new facility was built to minimize the environmental impact — helping protect our planet and people. Using resources efficiently, we're providing greener, healthier workspaces.
-
Sanofi’s AI Centre of Excellence in Toronto
The Centre is focused on using leading technologies to develop world-class data and artificial intelligence (AI) products to create value for the health sector.
-
Ama
Ama puts her project management techniques and ServiceNow knowledge to use to help advance Sanofi’s Digital Data operating model. Learn how our team connects data and AI to do what’s never been done before.
-
Sanofi Canada's Philanthropic Efforts
By chasing the miracles of science to improve people’s lives, we surprise ourselves with what we can achieve. Our team is humbled by the impact our efforts make.
-
Emmanuel
Emmanuel, Head of the Sanofi Digital Accelerator, shares how his team builds digital solutions that enable patients to receive new treatments to help improve their lives.
-
Dimitrije
Dimitrije shares insights into the work carried out by the AI Centre of Excellence in Toronto.
-
Ziv
Read Ziv's first-hand account describing the reasons he chose to join Sanofi – and many of the reasons why he now chooses to stay.
-
When you grow, we all grow
We strive to support your whole self with thoughtfully crafted rewards that benefit you physically, financially, mentally and socially. Whatever your role, you'll thrive in our inclusive teams.
-
Build a career with purpose
Bring your passion to your role and impact millions of people around the world. You're in the driver's seat – just set your goals, and we'll provide the training and support that will get you there.
-
Bolder, better futures
Change your life. And the lives of millions around the globe. How? By starting a career where you're supported to grow, while having a tangible impact and learning from the best.
-
Our locations
We're in 60+ countries, all pulling together to define the future of healthcare. Wherever you work, you'll develop your career alongside experts, using technology to chase bigger breakthroughs.
-
Sanofi Stories
At Sanofi every voice matters. Get to know the talented Sanofians shaping our future and pushing us toward our ambitious goals.
-
Sanofi at Cambridge Crossing
Dubbed Sanofi at Cambridge Crossing, our new state-of-the-art facility will create an innovation hub promoting close collaboration and integration among business units. Join us and become part of a team dedicated to chasing the miracles of science that improve people’s lives.
-
Why Sanofi
Get access to the tools, training, and support to reach your goals. By fulfilling your potential, you’ll help us achieve our aim of halving the time from discovery to therapy.
-
Our people & culture
We're the first in Pharma to have a DE&I board. We also have Employee Resource Groups that create spaces for every Sanofian to be heard. Your voice matters – use it to shape our future.
-
Sanofi's Postdoctoral Program
Designed for high-caliber Ph.D. graduates, Sanofi's Postdoctoral Program helps you advance your scientific career in a state-of-the-art environment.
-
Physician Careers at Sanofi
At Sanofi, physicians like you have the opportunity to collaborate on new ideas and challenge established thinking. Learn about Physician careers here.
-
AI Centre of Excellence
The AI Centre of Excellence at Sanofi is a unique data-driven team based in Downtown Toronto. We pride ourselves on being data-obsessed and highly focused on using state-of-the-art technologies to drive global impact.
What could we achieve together?
Want to join our Global Talent Community? Every Sanofian works on projects that truly make a difference to people’s lives.
What could you achieve? Sign up today and discover our latest opportunities as soon as they’re available.