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Innovation Data Engineer
Il y a 2 mois
We are seeking a highly skilled Innovation Data Engineer to join our Process Innovation team at Verkor. As a key member of our team, you will be responsible for developing innovative solutions based on cutting-edge technologies and solving practical problems.
Main Responsibilities- 1. Problem Identification and Engineering Modeling
- Identify complex problems and simplify them into an engineering model with support from experts.
- Recognize the problem beneath phenomena and understand causal relationships.
- Break down problems into potential solvable tasks.
- 2. Solution Definition and Investigation
- Define requirements and investigate potential solutions.
- Clarify goals for each task and develop a roadmap for the whole solution.
- Research available approaches and classify technical routes.
- Analysis risks and ROI.
- 3. Design and Validation
- Propose concepts and draw a whole solution.
- Provide Design of Experiments (DoE) for your design.
- Select required components and software, etc.
- Initiate purchase or self-develop core functionalities.
- Verify feasibility and offer deployable solutions for production lines.
- 4. Reporting and Support
- Report progress and results of studies to other Verkor departments.
- Bachelor or Master's degree in Computer Science, AI, or similar discipline.
- 1 year minimum of experience working with AI and innovation projects. Industrialization experience is mandatory.
- Experience in Agile-based software development is required.
- Mandatory knowledge on SQL, MySQL databases.
- All necessary techniques for data mining, such as data extraction, feature engineering, etc.
- Proficiency in machine learning techniques, including DL&RL.
- Strong knowledge on Scikit-learn, Pandas, and familiarity with at least one DL framework, such as PyTorch, Keras, etc.
- R, & Matlab knowledge.
- Strong knowledge on Python, C++.
- Knowledge on time series forecasting techniques.
- Good learning skills.
The language used for this role is en-US.
