Optimization Model Data Scientist

Key Skills

Aartificial intelligence, Computer Vision (CV), Data science techniques, Generative AI, Large Language Models - LLMs, Machine learning techniques, Natural Language Processing (NLP), Optimization

Job Description

Key Responsibilities

• Utilizing Innovative approaches and deep SME knowledge in supply chain, engineering solutions and modern DS approaches that include GenAI and LLMs for holistic solution frameworks.

• Rapid solutioning and innovative approaches to new, recurrent as well as traditional business problems

• Collaborating with teams to provide cutting-edge data-driven insights, recommendations, and solutions.

• Clearly articulate complex technical concepts to client audiences through generation and delivery of presentations

• Working with teams to quickly understand client needs, conceive, and develop solutions and, collaboratively, present findings to client audiences.

Required Skills

• Experience with a wide variety of data science tools ranging from DS platforms to specialized tools (Gurobi, Local Solver, CPLex)

• Deep learning model experience that includes computer vision, NLP and GenAI/LLMs

• Good knowledge of probabilistic approaches via Bayesian modeling and distribution sampling, synthetic data generation and Monte Carlo-type simulations

• Understanding DS tools on cloud platforms such as AWS Sagemaker, Azure AutoML, Vertex AI)

• Deep experience with innovative approaches to optimization, coupling systems and heuristic approaches supplemented by data science and statistical modeling.

Life at Capgemini

Capgemini supports all aspects of your well-being throughout the changing stages of your life and career. For eligible employees, we offer:

• Flexible work

• Healthcare including dental, vision, mental health, and well-being programs

• Financial well-being programs such as 401(k) and Employee Share Ownership Plan

• Paid time off and paid holidays

• Paid parental leave

• Family building benefits like adoption assistance, surrogacy, and cryopreservation

• Social well-being benefits like subsidized back-up child/elder care and tutoring

• Mentoring, coaching and learning programs

• Employee Resource Groups

• Disaster Relief

About Capgemini

Capgemini is a global business and technology transformation partner, helping organizations to accelerate their dual transition to a digital and sustainable world, while creating tangible impact for enterprises and society. It is a responsible and diverse group of 340,000 team members in more than 50 countries. With its strong over 55-year heritage, Capgemini is trusted by its clients to unlock the value of technology to address the entire breadth of their business needs. It delivers end-to-end services and solutions leveraging strengths from strategy and design to engineering, all fueled by its market leading capabilities in AI, cloud and data, combined with its deep industry expertise and partner ecosystem. The Group reported 2023 global revenues of €22.5 billion.

Get The Future You Want | www.capgemini.com

Disclaimer

Capgemini is an Equal Opportunity Employer encouraging diversity in the workplace. All qualified applicants will receive consideration for employment without regard to race, national origin, gender identity/expression, age, religion, disability, sexual orientation, genetics, veteran status, marital status or any other characteristic protected by law.

This is a general description of the Duties, Responsibilities and Qualifications required for this position. Physical, mental, sensory or environmental demands may be referenced in an attempt to communicate the manner in which this position traditionally is performed. Whenever necessary to provide individuals with disabilities an equal employment opportunity, Capgemini will consider reasonable accommodations that might involve varying job requirements and/or changing the way this job is performed, provided that such accommodations do not pose an undue hardship.

Capgemini is committed to providing reasonable accommodations during our recruitment process. If you need assistance or accommodation, please reach out to your recruiting contact.

Click the following link for more information on your rights as an Applicant http://www.capgemini.com/resources/equal-employment-opportunity-is-the-law

Please be aware that Capgemini may capture your image (video or screenshot) during the interview process and that image may be used for verification, including during the hiring and onboarding process.

Applicants for employment in the US must have valid work authorization that does not now and/or will not in the future require sponsorship of a visa for employment authorization in the US by Capgemini.