This position is a team member at SMARTECH high-end Autonomous Manufacturing (AI Based Technologies) department. It is an extremely interesting and diversified arena.
Responsibilities of this role include development of analytics modules, data mining and develop machine learning processes in various diversified areas of industrial manufacturing, such as machinery, chemicals, technology, innovation models and others.
This position plays a key role in long- and short-term data research process, and helps to outline the future product lines of the company.
ESSENTIAL DUTIES AND RESPONSIBILITIES:
• Perform research and analysis of processes data and technologies across numerous industries and sectors.
• Develop analytics and machine learning modules with python.
• Provide deep analysis on various data sets and research questions with dedicated tools.
• Implementing image processing DL algorithms in python.
• Study new industrial concepts and process for improving implementation.
• Development & Analytics process will include external interfaces and meetings with other company sectors and experts in various fields.
• Mentoring to junior team members in the team.
• Performs special projects as assigned by direct manager.
EDUCATION and EXPERIENCE:
• M.Sc. Computer Science Data Science Electrical Eng. – Signal Processing
• Data / ML experience at least 5 years with Time Series Data Modules.
• Familiar with basic ML python packages (ex. Pandas, Numpy , Sklearn).
• Knowledge of DL methods and packages ( Pytorch / TF ) – an advantage
• Knowledge of statistics and experience with datasets analysis tools– an advantage
SKILLS and ABILITIES:
• Endless curiosity
• Team player
• Excellent research and analysis capabilities.
• Presentation skills to clearly present outcomes to SMARTECH management at all levels.
• Tech enthusiast, interested in exploring new technologies.
• Quick learner, and good memory abilities.
• Ability to absorb a lot of data, analyze it and draw simple conclusions out of it.
• High web and internet skills.
• Ability to work on multiple projects simultaneously and adjust priorities quickly.
• Creative and innovative thinker.
• High integrity.
• create good synergy with fellow researchers / team.
• Strong communication at all levels, internally and external interfaces (customers, suppliers etc.).
• Fluent written and spoken English.