• 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