Jobs · greenhouse:netradyne
Staff Software ML Engineer
Lumen Dynamics · Bangalore · Posted 15d ago
About the role
Implement and optimize machine learning models for driver monitoring and assistance technology.
Lumen Dynamics harnesses the power of Computer Vision and Edge Computing to revolutionize the modern-day transportation ecosystem. We are a leader in fleet safety solutions. With growth exceeding 4x year over year, our solution is quickly being recognized as a significant disruptive technology. Our team is growing, and we need forward-thinking, uncompromising, competitive team members to continue to facilitate our growth. Job Responsibilities As a Staff Software ML Engineer in System Optimization, you will implement, and evolve processes to ensure the efficient and high-performance operation of our in-house designed and developed driver monitoring and assistance technology. Your responsibilities will include: Crafting and developing tools, frameworks, and reporting mechanisms for system optimization. Streamlining software for deployment across IoT devices, implementing GPU/CPU/DSPs. Enhancing data platforms and optimizing machine learning models deployed on the platform. Improving driver monitoring and driver assistance algorithms to boost system efficiency and report key performance indicators (KPIs). Managing production inquiries and ensuring overall application stability in production environments. Effectively conveying highly technical results to diverse audiences. Required Qualifications: Hold a B.E/B.Tech or M.E/M.Tech degree with a minimum of 6+ years of experience in software system optimization. Exhibit exceptional attention to detail, strong analytical skills, and a creative mindset dedicated to achieving optimal system performance. Demonstrate proficiency in programming languages such as C/C++, OpenGL, CUDA, and Python. Possess a solid grasp of basic statistics, probability, and concepts in machine learning (ML) and computer vision (CV). Have experience with ML frameworks, including Caffe, TensorRT, OpenCL, SNPE, OpenVino, and ONNX. Bring experience in embedded platforms, make files, build systems, and familiarity with Jenkins, which is a valuable asset. We are committed to an inclusive and diverse team. Lumen Dynamics is an equal-opportunity employer. We do not discriminate based on race, color, ethnicity, ancestry, national origin, religion, sex, gender, gender identity, gender expression, sexual orientation, age, disability, veteran status, genetic information, marital status, or any legally protected status. If there is a match between your experiences/skills and the Company's needs, we will contact you directly. Lumen Dynamics is an equal-opportunity employer. Applicants only - Recruiting agencies do not contact. Recruitment Fraud Alert! There has been an increase in fraud that targets job seekers. Scammers may present themselves to job seekers as Lumen Dynamics employees or recruiters. Please be aware that Lumen Dynamics does not request sensitive personal data from applicants via text/instant message or any unsecured method; does not promise any advance payment for work equipment set-up and does not use recruitment or job-sourcing agencies that charge candidates an advance fee of any kind. Official communication about your application will only come from emails ending in ‘@netradyne.com’ or ‘@us-greenhouse-mail.io’. Please review and apply to our available job openings at Lumen Dynamics.com/company/careers. For more information on avoiding and reporting scams, please visit the Federal Trade Commission's job scams website .
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FAQ
Is the Staff Software ML Engineer role at Lumen Dynamics remote?+
This Staff Software ML Engineer position is listed as onsite (Bangalore).
What seniority level is this Staff Software ML Engineer role?+
This is a lead level position.
How do I apply for the Staff Software ML Engineer role at Lumen Dynamics?+
Use the "Apply on greenhouse:netradyne" button to open the original posting on greenhouse:netradyne, where you can submit your application directly to Lumen Dynamics.