Industrial Affairs

2 weeks ago

Toronto, Canada Experfy Inc Full time

**Opportunity Description**

**ROLE REQUIRES STRONG INTERFACES WITH**:

- Client's IA Data transformation leader
- Digital Product Owners
- ITS organization
- Fit4Future change leaders
- Other data scientists across the digital DS organization

**Essential experience**:

- Master's degree in mathematics, computer science, engineering, physics,
statistics, economics, computational sciences or a related quantitative
discipline and 5+ years of Data Science experience, or PhD + 3years of with
relevant work & domain experience.
- Direct experience with any of the following techniques: advanced NLP
modeling, machine learning, semi-supervised, deep learning, graph neural
networks, Bayesian networks and numerical optimization
- Experience deploying (micro) apps cf. Shiny or Flask
- Visual analytics and/or data story telling with Power BI or other
- Experience with some aspects of pharmaceutical operations, specially
manufacturing
- Expertise with the core data science languages (such as Python, R), and
familiarity & flexibility with data systems (e.g. SQL, NoSQL, knowledge graphs)
- Comfortable working in cloud and high-performance computational
environments (e.g. AWS, Apache Spark)
- Excellent written and verbal communication, business analysis, and consultancy skills
- Experience working in an agile environment

**Desirable experience**:

- Disciplined AI / ML development (CI / CD, Orchestration)
- Experience with Tableau or Power BI
- Regulatory, GxP, or similar standards
- Orchestration, AWS stepfunctions, Apache Airflow or Kedro

**Requirements**:
**Data Scientist Responsibilities**:

- Build models, algorithms, and performance evaluation by writing highly
optimized, deployable code and using state-of-the art machine learning
technologies
- Define and implement architectures for predictive algorithm for cloud-based
- Industrializing solutions together with small teams (pods, scrum) in an agile
way of working
- Proficient at collecting and mining data from disparate data sources, and
willing to dig deeper and understand the process that creates the data
- Work with a data lake as well as graph databases (cf. neo4js and AWS
Neptune)
- Use data analysis, visualization, storytelling, and data technologies to scope,
define and deliver AI-based data products to accelerate and data product
deployments
- Developing digital data products and pipelines for IA that scale
- He/she will be able to generate work product that includes interactive
algorithms, and API
- Document insides and architecture as well as planning using Jira/Confluence

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