Software Engineer, Computer Vision and Machine Learning

1 Month ago • 2 Years + • Artificial Intelligence

Job Summary

Job Description

Google is seeking a Software Engineer specializing in Computer Vision and Machine Learning to develop AI/ML solutions for smart manufacturing. Responsibilities include implementing and adapting deep learning architectures for automatic optical inspection (AOI) systems in production lines. This role involves debugging computer vision algorithms, performing failure analysis to improve detection accuracy, and collaborating with manufacturing partners to maintain test stations. The ideal candidate will have experience with machine learning libraries (TensorFlow, etc.), image processing, and algorithm development for AOI systems. The position requires working across the full stack and collaborating with ODMs, JDMs, and CMs.
Must have:
  • Bachelor's degree in related field
  • 2+ years software development experience (Java, Python, C/C++)
  • Experience with machine learning/computer vision algorithms
  • Experience with TensorFlow or similar libraries
  • Develop AI/ML solutions for smart manufacturing
  • Implement deep learning architectures for AOI
Good to have:
  • Master's or PhD in Engineering
  • Experience with consumer electronics DFM/DFT
  • Experience building ML-powered AOI systems
  • Experience with Large Language Models

Job Details


Minimum qualifications:

  • Bachelor's degree in Electrical Engineering, Computer Science, a related technical field or equivalent practical experience.
  • 2 years of experience with software development in one or more programming languages (e.g., Java, Python, C/C++).
  • Experience with machine learning computer vision algorithm development and tools (e.g., tensorflow, flume, machine learning libraries), artificial intelligence, deep learning.
  • Experience with image processing, computer vision, and machine learning algorithms.

Preferred qualifications:

  • Master's degree or PhD in Engineering, or equivalent practical experience.
  • Experience in building and testing consumer electronic products for manufacturing including Design for Manufacturing (DFM) and Design for Test (DFT).
  • Experience in building machine learning powered automatic-optical-inspection (AOI) systems including hardware, software, and algorithms.
  • Experience with Large Language Model skills (e.g., Gemini AI suite, Vertex AI).

About the job

Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward.

Google's mission is to organize the world's information and make it universally accessible and useful. Our Devices & Services team combines the best of Google AI, Software, and Hardware to create radically helpful experiences for users. We research, design, and develop new technologies and hardware to make our user's interaction with computing faster, seamless, and more powerful. Whether finding new ways to capture and sense the world around us, advancing form factors, or improving interaction methods, the Devices & Services team is making people's lives better through technology.

Responsibilities

  • Develop solutions in Artificial Intelligence and Machine Learning applications for smart manufacturing.
  • Implement and adapt deep learning architecture and the goal to land the factory test stations with a focus on automatic optical inspection solutions for production lines from New Product Introduction (NPI) to Mass Production (MP) stage.
  • Understand and debug the computer vision or image processing algorithms to investigate camera or assembly failures.
  • Perform failure analysis of the build data (e.g., yield, escape rate) to improve the detection algorithm accuracy and stabilize station hardware setup involving camera optics and lighting conditions.
  • Work with Original Design Manufacturer (ODM), Joint Development Manufacturer (JDM) and Contract Manufacturer (CM) partners to maintain the full test station including both hardware and software to production lines.

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