Raytheon Technologies | Jobs | Data Scientist, PHM | BigDataKB.com | 16-02-22

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Job Location: Bangalore/Bengaluru

Primary Responsibilities:

  • Conduct and manage research and development projects focused on PHM and RUL estimation using ML for a variety of different application areas within Interiors .

  • Analyze the function and performance of electro-mechanical systems including failure modes and features contributing them using sensor fusion.

  • Develop models and algorithms to assess the condition and classify the health of electro-mechanical systems

  • Develop status and RUL dashboards using Azure data analytics tools

  • Research and develop advanced algorithms for image/video processing and computer vision, e.g. denoising, deblurring, HDR, detection, segmentation, etc

  • Develop physics-based simulation models using Simulink and Simscape to build digital twin of electro-mechanical systems and simulate faults for PHM .

  • Lead projects from conception to final product, as a sole contributor .

  • Explore the latest technologies and propose innovative ideas .

  • Support or lead development of technology proposals for funding.

  • Prepare and present / publish research results

  • The candidate should be comfortable with empirical lab or field work, as well as with simulation and modeling tools.

Basic Qualifications:

  • 4-6 years of relevant Industr y experience i n PHM and Machine Learning for supervised and unsupervised learning datasets , s ignal processing and conditioning , Image Processing /computer vision and Deep Learning, Azure Data analytics

  • Bachelors/Masters degree in Mechatronics/ Electronics or closely related field.

Primary Skills:

  • Minimum 2 -3 years of work experience related to development and implementation of PHM using ML techniques .

  • Expertise or experience in object-oriented, analytical programming (e. g., Python, R , Matlab ) and simulation tools (Simulink and Simscape )

  • Deep learning for image processing and classification using Neural Networks

  • Experience working on Azure Data Analytics like Data Explorer, Lake Analytics, creating meaningful dashboards

  • Experience working on various diagnostic instrumentation and basics of NI LabView programming

  • B asic knowledge of electro – mechanical components like motor, actuators, electric valves, s ensors such that pressure, temperature, voltage, current and data acquisition.

  • Clearly articulate thoughts and ideas to external and internal customers. Responsive to questions; issues; and needs in a timely manner.

  • Strong written and verbal communication skills

  • Confident presentation skills

  • Manage changing or shifting priorities.

  • Drive for results. Work effectively with cross-functional teams

  • Requires good judg e ment, planning and organizational skills

  • High work standards; energy; initiative; flexibility; decisiveness; and proven problem-solving skills

Apply Here

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