Industrial Data Scientist

il y a 1 semaine


Brussels, Belgique Solvay Temps plein

Solvay is a science company whose technologies bring benefits to many aspects of daily life. Our purpose—we bond people, ideas and elements to reinvent progress—is a call to go beyond, to reinvent future forms of progress and create sustainable shared value for all through the power of science. In a world facing an ever-growing population and quest for resources, we aim to be the driving force triggering the next breakthroughs to enable humanity to advance while protecting the planet we all share.

We bond with customers and partners to address today and tomorrow’s megatrends. As a global leader in Materials, Chemicals and Solutions, Solvay brings advancements in planes, cars, batteries, smart and medical devices, water and air treatment, to solve critical industrial, social and environmental challenges. You can count on our innovative solutions to contribute to safer, cleaner and more sustainable future.

Role Overview

As an Industrial Data Scientist, you will be part of the Industrial Function, and join the Advanced Automation & Analytics group, to develop, maintain and improve advanced analytics models with data science techniques in order to improve the plant’s assets performance. You’ll play a key role in the building of our Plants of the Future.

Bringing Industrial Focus, you will work with many partners of the organization in order to:

- Translate business needs in advanced analytics requirements & insights by interacting with industrial and operation teams
- Define, design and implement industrial data science solutions to optimize performance, quality and maintenance of industrial processes within Solvay Group on top of manufacturing execution and advanced process control systems
- Communicate results and ideas to stakeholders and key decision makers
- Train process engineers in machine learning techniques applied to industrial processes
- Research and develop machine learning models for industrial data analytics projects
- Conduct proof-of-concepts and projects in a pragmatic and agile way
- Take part in a predictive/prescriptive analytics project, working internal experts and external consultants when required
- Enhance data collection procedures to improve data quality and include information that is relevant for building better analytic systems
- Continuous improvement of data extraction, feature engineering, machine learning, explainable AI and anomaly detection systems.
- Collaborate, better understand company needs and participate in the selection, implementation & administration of the Industrial Data Science & Big Data tools of the Solvay Group, from the data lake to the data science platform

Education & Experience
- PhD or Master’s Degree chemical engineering, process system engineering or similar with a strong chemical/process background & specialization in machine learning, modeling, simulation, and optimization.
- Industrial experience with advanced analytics models. Solid background in process control, acquired through education and/or experience, is highly desirable.
- Excellent programming skills in Python and other scripting languages (e.g. MATLAB, Julia, R, Scilab )
- Industrial experience with common data science and statistical software (JMP Pro, Dataiku, MATLAB & Simulink, pandas, scikit-learn...)
- Experience querying historian databases (e.g. Aspentech IP21, Osisoft PI) using SQL
- Practical knowledge of robust statistics, digital signal processing and similar methods for data transformation in both continuous (steady-state) and batch or dynamic systems.

**Skills**:

- Data and new technologies passionate
- Great communication and presentation skills
- Collaborative, able to work in multidisciplinary teams, open-minded and innovative, focus on customer value

Additional information:

- Location: Brussels (Belgium) or Lyon (France)
- Availability and willingness to travel to various Solvay locations (On average, less than 30% of time)
- Hiring manager: Sami Bahroun
- #LI-VP1
- #LI-Hybrid

Additional Information

Solvay’s purpose is to bond people, ideas and elements to reinvent progress. We can only fulfill this purpose with a diverse workforce that feels respected and appreciated, and has equal opportunities to work, grow and thrive. Our differences, visible or not, are valued. As Solvay seeks to promote unity and not uniformity, we invite you - regardless of background, age, gender, race, national origin, ethnicity, religion, sexual orientation, ability or identity - to consider a future with us.


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