Senior Data Scientist

Verkor

Responsibilities

Turns business questions into analytical and data science problems
Defines success metrics and evaluation criteria aligned with business outcomes
Analyze and explore structures and unstructured data to identify patterns, trends and anomalies
Build production grade automation workflows
Assess data quality, completeness, bias and limitations
Identify additional data sources needed to improve analysis or models
Perform data transformation for modelling purposes
Model development and validation
Interpret model results and analytical findings in business terms
Communicate findings clearly to non-technical stakeholders

Works with operators and production/quality technicians to understand objectives, constraints and decision needs
Work with data engineers /Digital team to operationalize data preparation when needed.
Works with data scientists and CAE experts to understand the value of the project and how it links with the roadmap.

Experience working with large-scale data sets in an industrial environment
Strong fundamentals of linear algebra, Calculus, probability and statistics.
Solid understanding of distributed systems concepts, data partitioning and parallel processing
Strong proficiency in pandas and numpy for exploration, feature engineering and analytical workflows
English & French are both mandatory

Hand-on experience using databricks for data exploration, analysis, feature engineering and model training
Strong proficiency in Apache spark (dataframes, SQL, ML lib concepts), for large scale data processing, with hands-on experience in distributed model training using Pytorch or tensor flow.
Databricks notebooks (Python/SQL)
Experience in Knowledge Graph a plus

Strong company spirit and culture settle down around our 4 values:

We promote personal initiative and give everyone the means to contribute to the company's success.

We're committed to transparent communication: we say what we think, and we mean what we say.

Everyone, in their role, is an ambassador for the company. At Verkor, success is most definitely a team sport!

We're all working towards a common goal: a sustainable future, which we're building one step at a time.

Stimulating work environment: pleasant offices, multicultural and motivated team
Lunch vouchers
50% of local transportation costs financed
Industry-leading healthcare

For more info on the company, please visit us at www.verkor.com
*all positions are open to individuals possessing a Recognition of the Status of Disabled Worker (RQTH)