Artificial Intelligence and Machine Learning Engineer

3 weeks ago

Montreal, Quebec, Canada Capgemini Full time
Empowering Your Career at Capgemini

At Capgemini, we believe in empowering our employees to shape their careers in a way that suits them best. Our collaborative community of colleagues around the world provides a supportive environment where you can grow and thrive. We are committed to helping the world's leading organizations unlock the value of technology and build a more sustainable, more inclusive world.

We are seeking a machine learning and natural language processing specialist to explore and develop new Machine Learning solutions for a Firm-wide user base leveraging various tools. The ideal candidate should hold an advanced degree in a quantitative discipline and have experience researching, building, and maintaining data science models at scale in an enterprise environment. The position requires good communication skills and the ability to work together in cross-functional technical teams in different areas of the organization.

Key Responsibilities:
  • Independently work on end-to-end development of Machine Learning and Natural Language Processing models to derive insights from research publications, legal documents, and regulatory requirements.
  • Design and implement business solutions in agile squads.
  • Engage in Machine Learning projects, including problem definition, Data Engineering, Machine Learning design, and documentation for the model risk management and running all the needed ML tests to ensure reliability.

Requirements:
  • At least 4 years of experience with design and implementation of machine learning predictive analysis, data science knowledge bases, recommendation systems, and information retrieval.
  • Strong understanding of the foundational concepts and applied experience in Machine Learning and model explainability (ideally a combination of excellent academic research and high-impact commercial projects).
  • In-depth understanding of common Machine Learning algorithms (e.g. for classification, regression, and clustering).
  • Practical experience in preparing data for Machine Learning, integrating with big-data platforms, and high-performance computing ecosystems.

Equal Opportunity Employer:
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.

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