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Data Scientist
Data ScientistSanofi • Toronto, ON, CA
Data Scientist

Data Scientist

Sanofi • Toronto, ON, CA
Il y a 5 jours
Type de contrat
  • Temps plein
Description de poste

As

  • Data Scientist
  • within our team
  • Digital Commercial
  • Advanced Analytics and AI, you will drive innovation at the intersection of AI and Commercial Pharma operations. This pivotal role positions you as an integral part of Sanofi's Digital Organization, spearheading digital transformation across our global enterprise.
  • Design, develop and deploy the scalable AI, GenAI and agentic AI solutions aligned with strategic priorities across Sanofi’s Global Business Units
  • Work closely with product owners, business stakeholders, data scientists, and engineering teams to deliver the AI products that create measurable business value
  • Provide critical input in shaping the digital Commercial AI strategy
  • Influence the AI platform and data foundation strategies
  • Use creative ways to tell stories to technical and non-technical audiences
  • Make sure that AI solutions stay compliant with the responsible AI framework
  • Adhere to and promote to best practices and standards for GenAI / Agentic AI process (including documentation) and code developments
  • Remains up to date with evolving GenAI, Agentic AI and other AI landscape, bring in best practices, tools and other innovative ideas to enhance existing solutions
  • Mentor and coach junior data scientists and interns
  • Directly contribute to digital transformation of commercial functions, with impactful use cases such as :
  • Autonomous agents for omnichannel engagement
  • AI & GenAI driven transformation of market access and payer strategies
  • Conversational AI for data interactions and insights (Talk-to-data capabilities)
  • Development of unified platform of sales, marketers and MSL users powered by multi-agent systems
  • Enhancing the patient journey through intelligent and personalized support
  • Master’s in computer science, AI / ML, mathematics, physics, Computational Linguistic or a related field
  • 3+ years of professional experience as a Data Scientist applying AI / ML techniques
  • Basic understanding on GenAI Proof-Of-Concept (POC)
  • Strong coding skills in Python with experience of using AI libraries (e.g. Transformers, LangChain, RAG pipelines)
  • General knowledge of NLP tools like regex and fuzzy string matching
  • Proficiency in working with Snowflake, Pinecode is a plus
  • Good understanding of agentic workflows, prompt engineering, and orchestration of multi-step AI steps
  • Experience creating and deploying code libraries using functions, classes in Python in AI product-focused development
  • Experience in production-ready model & software development
  • Understanding on managing AI / Gen-AI end-to-end life-cycle management
  • Experience working in cloud-based environment such as AWS or GCP or Azure
  • Experience with various enterprise-level Application Programming Interfaces (APIs)
  • Knowledge of regulatory, compliance and ethical considerations in AI / GenAI
  • Experience in communicating with business, expressing important AI, GenAI & Agentic AI concepts in a non-technical way, interpreting feedback from business
  • Identify and manage blockers, risks, and interdependencies across Agile teams
  • Excellent written and verbal communication, business analysis, data visualization and data storytelling skills
  • Nice to have experience in life sciences and healthcare and experience in a complex global organization
  • A demonstrated ability to work and collaborate in a team environment, working with multi-cultural global team
  • Ability to work in a fast-paced, constantly evolving environment and to manage multiple priorities
  • Fluent in English
  • Bring the miracles of science to life alongside a supportive, futurefocused 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.
  • Join the digital force behind Sanofi’s AI-powered pipeline, where Expert, Generative, and Snackable AI accelerate the discovery, development and delivery of breakthrough treatments to patients.
  • Help reduce time from discovery to commercialization, delivering life-changing medicines to patients faster than ever.
  • 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

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