Staff Engineer- Image processing ML Job in
- Siemens Gamesa
- 10 to 14 Yrs
- Other Karnataka
- 3 months ago
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Job Description
- Looking for Siemens EDA ambassadors: Siemens EDA is a global technology leader in Electronic Design Automation software. Our software tools enable companies around the world to develop highly innovative electronic products faster and more cost-effectively. Our customers use our tools to push the boundaries of technology and physics to deliver better products in the Increasingly complex world of chip, board, and system design. Siemens EDA D2S Bangalore group, a part of Semiconductor Manufacturing Division of Siemens EDA is seeking a highly skilled Staff Engineer with a strong technical background to join us. The ideal candidate will have 10+ years of hands-on experience in software development, image/signal processing, algorithm design, and machine learning, with a solid understanding of C/C++ programming. As a Staff Engineer, you will be responsible for developing and optimizing complex systems, driving technical innovations, and leading multi-functional teams to deliver high-quality software solutions. We make real what matters. This is your role Lead the design, development, and optimization of complex systems in C/C++ for image and signal processing. Develop and implement algorithms with a strong focus on performance, scalability, and efficiency. Leverage machine learning techniques, particularly Convolutional Neural Networks (CNNs) , for advanced image processing, computer vision, and other related tasks. Take ownership of end-to-end software development and lead technical problem-solving efforts. Provide technical mentorship and guidance to junior engineers and peers within the team. Collaborate with multi-functional teams to define system architectures, requirements, and project timelines. Ensure high-quality code by implementing standard processes for code reviews, unit testing, and debugging. Innovate and integrate new technologies and methodologies to improve product quality and performance.Participate in all phases of the development life cycle, including design, implementation, testing, and maintenance.Identify and address performance bottlenecks and scalability challenges in large-scale systems. Work in an Agile environment and chip in to sprint planning, reviews, and retrospectives We dont need superheroes, just super minds! Technical Skills (Must Have): We bring together a dynamic team of individuals with a P.hD/M.tech in Computer Science or Electronics Engineering with shown experience Extensive experience in C/C++ programming for developing high-performance applications . Strong background in image and signal processing , with hands-on experience using tools such as OpenCV and Matlab . Expertise in algorithms and data structures , with a solid focus on optimization and efficiency . Shown experience in designing and implementing complex machine learning algorithms , especially Convolutional Neural Networks (CNNs) for applications in image processing and computer vision . Proficiency in machine learning frameworks like TensorFlow , PyTorch , or Keras . Experience in system design and architecture , ensuring solutions are robust , scalable , and maintainable . Technical Skills (Desirable): Experience in Optical Mask Inspection , Wafer Ebeam Inspection , or SEM Processing . Experience with parallel and distributed computing , using tools like Sun Grid Engine or LSF . Familiarity with version control tools (e.g., Git , CVS ). Exposure to Agile methodologies and defect tracking tools such as JIRA or ClearQuest . Ability to work in high-performance computing (HPC) environments. Experience with data preprocessing , feature engineering , and deploying machine learning models in real-world systems. We value individuals with a positive attitude, strong communication and presentation skills, and a dedicated, motivated approach. We seek someone who can provide technical consultation on complex issues, form relationships, and collaborate effectively as a great teammate across teams with varied strengths and cultures! We are Siemens A collection of over 377,000 minds building the future, one day at a time in over 200 countries. We're dedicated to equality, and we encourage applications that reflect the diversity of the communities we work in. All employment decisions at Siemens are based on qualifications, merit, and business need. Bring your curiosity and creativity and help us shape tomorrow! We offer a comprehensive reward package which includes a competitive basic salary, bonus scheme, generous holiday allowance, pension, and private healthcare. Transform the every day! #LI-EDA #LI-Hybrid #Calibre Job Family: Research & Development Req ID: 454808,
Employement Category:
Employement Type: Full timeIndustry: Engineering / Construction
Role Category: Not Specified
Functional Area: Not Specified
Role/Responsibilies: Staff Engineer- Image processing ML Job in
Contact Details:
Company: SiemensLocation(s): Other Karnataka
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Keyskills: algorithm design machine learning software development image signal processing system design architecture TensorFlow PyTorch Keras
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