BENGALURU · FULLTIME
Algorithm Developer
Applied Materials
Bengaluru · onsite · Posted 61d ago
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Undisclosed4–9 yrsfulltimeBengaluru
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Section · 01
About this role
Who We Are
Applied Materials is a global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. We design, build and service cutting-edge equipment that helps our customers manufacture display and semiconductor chips the brains of devices we use every day. As the foundation of the global electronics industry, Applied enables the exciting technologies that literally connect our world like AI and IoT. If you want to push the boundaries of materials science and engineering to create next generation technology, join us to deliver material innovation that changes the world.
What We Offer
Location:
Bangalore,INDAt Applied Materials, we care about the health and wellbeing of our employees. Were committed to providing programs and support that encourage personal and professional growth and care for you at work, at home, or wherever you may go. Learn more about our .
Job Title: Algorithm Developer
Location: Bangalore (Software Development Team)
About Auto Defect: Auto Defect is an innovative AI-based automated optical inspection (AOI) platform transforming semiconductor part quality assessment. It shifts part inspection from subjective human visual checks to quantitative, AI-driven metrology. Our AI-driven algorithms detect, classify, and measure defects down to a micron resolution, eliminating operator judgment.
Role Summary: As a Senior Algorithm Developer (Computer Vision AI), you can be a key contributor to the AutoDefect platform. You will drive the architecture, design, development, and deployment of advanced AI and computer vision solutions for high-precision industrial inspection. Your expertise will be crucial in handling complex challenges, innovating new capabilities, and mentoring fellow team members.
Role Summary:
As a Senior Algorithm Developer (Computer Vision AI) in our India software development team, you will be a technical leader and key contributor to the AutoDefect platform. You will drive the architecture, design, development, and deployment of advanced AI and computer vision solutions for high-precision industrial inspection .Your expertise will be crucial in tackling complex challenges, innovating new capabilities, and mentoring junior team members, playing a pivotal role in expanding AutoDefect''s impact and capabilities.
Key Responsibilities:
- Lead the architecture, design, and implementation of scalable computer vision and AI algorithms for defect detection, classification, and measurement, ensuring micron-level accuracy.
- Drive end-to-end development from proof-of-concept to production-ready systems, encompassing algorithm development, software integration, and deployment strategies.
- Innovate and integrate cutting-edge AI technologies, including deep learning frameworks (PyTorch, TensorFlow), synthetic data generation, 3D reconstruction, and Vision Language Models (VLM) for advanced.
- Design and optimize image processing techniques such as proprietary image stacking algorithms, ROI-driven processing, intelligent tiling strategies, and Flat Field Correction (FFC) to enhance image quality and algorithm efficiency.
- Collaborate with hardware teams to optimize image acquisition systems (cameras, telecentric lenses, collimated lighting, Z-sensors) and ensure seamless hardware-software integration for precision inspection.
- Mentor and provide technical guidance to junior engineers, fostering a culture of innovation and best practices within the team
- Contribute to strategic roadmap development for AutoDefect, identifying new part families (e.g., showerheads, susceptors, domes), defect types (e.g., burrs, clogs, cracks, pits, haze, rainbow), and technological advancements.
- Ensure the quality and reliability of solutions through rigorous testing, including Gage RR, confusion matrix analysis, and KPI tracking.
Required Skills Experience:
- 3+ years of experience in computer vision, machine learning, and AI, preferably in industrial automation or semiconductor manufacturing.
- Proven expertise in designing and deploying complex AI systems from conceptualization to full production, with a strong understanding of the software development lifecycle (e.g., PLC, PDCA).
- Deep knowledge of deep learning frameworks (e.g., PyTorch, TensorFlow) and expert proficiency in Python programming.
- Experience with optics, imaging principles, and image acquisition systems is highly desirable.
- Good understanding of control systems or robotics for integration with gantry or cobot-based inspection setups is a plus.
- Good to have skills on data acquisition, instrumentation, HMI.
- Strong problem-solving skills with a track record of tackling ambiguous and challenging technical problems.
- Good communication and collaboration skills for working with diverse global teams and stakeholders.
- Demonstrated ability to drive innovation, with patent filings or contributions to intellectual property being a significant advantage.
- Bachelor''s or Master''s degree OR Ph.D. in Computer Science, Electrical Engineering, Robotics, Mechanical, Mechatronics or a related technical field.
Travel : 10 %
Additional Information
Time Type:
Full time Employee Type:
Assignee / Regular Travel:
Yes, 10% of the Time Relocation Eligible:
YesApplied Materials is an Equal Opportunity Employer. Qualified applicants will receive consideration for employment without regard to race, color, national origin, citizenship, ancestry, religion, creed, sex, sexual orientation, gender identity, age, disability, veteran or military status, or any other basis prohibited by law.
Sourced from naukri
Section · 02
Skills
data acquisitionHMIIndustrial automationComputer Visiondeep learning frameworksSystemVisionSoftware Development Life CyclePytorchTensorflowPythonCommunication SkillsDesignArtificial IntelligenceMachine Learning
Section · Company
About Applied Materials
Applied Materials
Semiconductors
3.5k+
employees
2002
24 years old
Santa Clara, California
United States (USA)
About
Applied Materials, Inc. is the global leader in materials engineering solutions for the semiconductor, flat panel display, and solar photovoltaic industries.
Industries
SemiconductorsManufacturingEngineering & Construction
Employee ratings
573 reviews
3.7/ 5
Culture
3.7
Career growth
3.1
Work-life
3.6
Employees rate it well for
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