Shire Jobs

Sr. Machine Learning Engineer wanted in Troy, Michigan to be responsible for enhancing the software components in AI perception stacks of autonomous driving in terms of performance, scalability, and functionality on edge devices. Evaluate the performance of the software components in AI perception stacks and optimize the performance of deep learning models for edge devices (e.g., NVIDIA, TI); Inform, and study new HW /SW related to deep learning acceleration; Evaluate technologies and product designs with compliance to scientific principles, engineering principles, company standards, customer requirements and related specifications; Support the development of innovative components and modules from the initial concept phase through the complete development process including design, validation, prototyping, testing, and evaluation of production capable items and business cases; Design and conduct research programs applying theory and principles of computer science, computer vision, and artificial intelligence; Contribute to team effort by providing innovative ideas for products and processes and by sharing new information with other team members; Analyze engineering results and propose product changes to determine feasibility, improvement of components and systems, and functional/performance specifications; Correlate experimental data to simulation data; Maintain innovation project schedule by monitoring project progress, co-coordinating activities, calculating time requirements, sequencing project elements, and resolving problems; Specify requests, coordinate all sub-contracted works (i.e., S/W development, prototyping, validation, testing), and assure timely completion; Consult with other project engineers to clarify or solve the problem; Maintain an appropriate filing system to ensure that all information is stored in accordance with departmental requirements; Provide engineering support to other departments within the company as directed by the department leader; Maintain professional and technical knowledge by reviewing professional publications and establishing personal networks; Responsible for keeping the organization abreast of developments; Prepare project progress reports; Use related computer software and equipment to perform technical analysis tasks; Continue to take courses or training to keep up with new technology trends; Development of autonomous driving technology from cameras; development of  initial concept phase through the complete development process including design, validation, prototyping, testing, and evaluation of production capable items and business case; integration of the algorithms on application specific hardware edge devices.