Industrial Data Scientist
Il y a 6 mois
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**
**We are looking for**:
- 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 site systems and processes. You’ll play a key role in the building of our Plants of the Future.
**We count on you for**:
- 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
**You can count on us for**:
- Collaborative environment
- Opportunities of growth and development within the group
**You will bring**:
- PhD or Master’s Degree chemical engineering, process system engineering or similar with specialization in machine learning, modeling, simulation, and optimization.
- Industrial experience with advanced analytics models. Strong background in process control (e.g. MPC), 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...)
- Strong background in mathematical programming (operational research), acquired through education and/or experience and knowledge of AML languages (GAMS, AMPL, AIMMS, Pyomo, CasADi) to solve supply chain, logistics and process flowsheet optimization problems using LP/NLP/MILP/MINLP with uncertainty.
- Experience querying historian databases (e.g. Aspentech IP21, Osisoft PI, Wonderware ) 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.
- Data and new technologies passionate
- Great communication and presentation skills
- Knowledge of other EU languages
- Collaborative, able to work in multidisciplinary teams, open-minded and innovative, focus on customer value
- Able and willing to travel to various Solvay locations (On average, less than 30% of time)
**You will get**:
- Competitive salary and benefits package
- 16, or more, weeks of maternity/paternity and co-parenting leave, according to local regulations
- Training platform for all employees
- Free language courses (24 languages available)
- Free well-being sessions (physical and psychological)
**Additional information**:
- Location: preferably Brussels, Lyon can also be considered
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**About us**
After 50 years, we are going back to the Moon... Solvay Materials are making it possible once again for Humans to return to the Moon. Check here our Artemis missions with NASA: we will land the first woman and first person of
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