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Software Engineer, Computational Videography and ML, Pixel Camera

Software Engineer, Computational Videography and ML, Pixel Camera

1 Month ago • 2 Years + • Artificial Intelligence • Research & Development

About the job

11 skills required for this role

Add these skills to join the top 1% applicants for this job

unity

cpp

algorithms

computer-vision

deep-learning

data-structures

python

unreal

communication

rendering

networking

Job Description

Google's Pixel team seeks a Software Engineer specializing in computational videography and machine learning. Responsibilities include designing and developing state-of-the-art algorithms and ML models for video quality enhancement (stabilization, deblurring, super-resolution, etc.) on Pixel phones. The role involves collaboration with camera leads, research teams, and other engineering groups to optimize and integrate solutions. Defining future directions in video quality and improving pipelines are key aspects. The ideal candidate possesses strong programming skills (C/C++, Python), expertise in ML/AI, and experience with computer vision or related fields.

Must have:

Bachelor's degree or equivalent experience
2+ years software development experience
2+ years ML algorithm and tools experience
Experience in computational photography
Develop video enhancement algorithms
Collaborate with cross-functional teams

Good to have:

Master's/PhD in CS or related field
Experience in Computer Vision/Machine Learning
Experience with 3D rendering engines
Experience in real-time performance optimization
Experience with Google Infrastructure

Minimum qualifications:

Bachelor’s degree or equivalent practical experience.
2 years of experience with software development in one or more programming languages, and with data structures or algorithms.
2 years of experience with machine learning algorithms and tools, artificial intelligence, deep learning and camera related domains, eg. computational photography.

Preferred qualifications:

Master's degree or PhD in Computer Science or related technical fields.
Experience or education in Computer Vision, Machine Learning, or Graphics, including the productization of models or related publications.
Experience in one or more general purpose programming languages including C/C++, Python.
Experience in 3D rendering engines (e.g. unreal, unity) or robotics and experience in Google Infrastructure (e.g. borg/flume).
Experience in real-time performance optimization.
Excellent communication skills.

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.

The Google Pixel team focuses on designing and delivering the world's most helpful mobile experience. The team works on shaping the future of Pixel devices and services through some of the most advanced designs, techniques, products, and experiences in consumer electronics. This includes bringing together the best of Google’s artificial intelligence, software, and hardware to build global smartphones and create transformative experiences for users across the world.

Responsibilities

Work with camera leads and research teams to design and develop state-of-the-art algorithms and Machine Learning models on video quality improvement/enhancement/assessment (e.g. stabilization, video deblurring, denoising, super resolution, novel view synthesis, motion tracking and video understanding) for Pixel phones.
Deliver the quality solutions, you will drive/conduct Research and development optimization and integration with partner teams, e.g. system/hardware/sensor/Phoxel engineers and videographers.
Work with Engineering leadership and Program Managers to define future directions on video quality, and collaborate with various teams across Google to define/improve pipeline, architecture, and specs to enable new video features.

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About The Company

Google

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A problem isn't truly solved until it's solved for all. Googlers build products that help create opportunities for everyone, whether down the street or across the globe. Bring your insight, imagination and a healthy disregard for the impossible. Bring everything that makes you unique. Together, we can build for everyone.