Research Scientist Visual Data and Generative Research - Google Careers
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Research Scientist Visual Data and Generative Research
share link Copy link email Email a friend corporate_fare Google place San Francisco CA USA Mountain View CA USA bar_chart Mid Mid Experience driving progress solving problems and mentoring more junior team members deeper expertise and applied knowledge within relevant area.
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share link Copy link email Email a friend info_outlineX Applicants in San Francisco Qualified applications with arrest or conviction records will be considered for employment in accordance with the San Francisco Fair Chance Ordinance for Employers and the California Fair Chance Act.
Note By applying to this position you will have an opportunity to share your preferred working location from the following San Francisco CA USA Mountain View CA USA.
Minimum qualifications
PhD or equivalent practical experience in computer vision machine learning computer graphics or generative media.
Experience in Python and C.
Experience with visual data acquisition and curation for 3D vision tasks such as multi-view video point clouds or radiance fields.
Experience designing and training neural networks specifically with transformers or diffusion models.
Preferred qualifications
Experience with generative video research including fine-tuning or distillation of foundation vision models for novel view synthesis.
Familiarity with distributed training frameworks and large-scale machine learning data infrastructure.
Expertise in computational photography or specialized sensor calibration such as active illumination or multi-modal sensor fusion.
Proven track record of managing end-to-end visual data pipelines from initial capture strategy to automated curation and model integration.
About the job
As an organization Google maintains a portfolio of research projects driven by fundamental research new product innovation product contribution and infrastructure goals while providing individuals and teams the freedom to emphasize specific types of work. As a Research Scientist youll setup large-scale tests and deploy promising ideas quickly and broadly managing deadlines and deliverables while applying the latest theories to develop new and improved products processes or technologies. From creating experiments and prototyping implementations to designing new architectures our research scientists work on real-world problems that span the breadth of computer science such as machine and deep learning data mining natural language processing hardware and software performance analysis improving compilers for mobile platforms as well as core search and much more.
As a Research Scientist youll also actively contribute to the wider research community by sharing and publishing your findings with ideas inspired by internal projects as well as from collaborations with research programs at partner universities and technical institutes all over the world.
Labs is a group focused on incubating early-stage efforts in support of Googles mission to organize the worlds information and make it universally accessible and useful. Our team exists to help discover and create new ways to advance our core products through exploration and the application of new technologies. We work to build new solutions that have the potential to transform how users interact with Google. Our goal is to drive innovation by developing new Google products and capabilities that deliver significant impact over longer timeframes.
The US base salary range for this full-time position is 147000-211000 bonus equity benefits. Our salary ranges are determined by role level and location. Within the range individual pay is determined by work location and additional factors including job-related skills experience and relevant education or training. Your recruiter can share more about the specific salary range for your preferred location during the hiring process.
Please note that the compensation details listed in US role postings reflect the base salary only and do not include bonus equity or benefits. Learn more about benefits at Google.
Responsibilities
Design and execute high-throughput strategies to capture high-quality multi-view video and image data from thousands of unique participants and environments.
Design and optimize specialized acquisition hardware and optical configurations to extract high-precision ground truth visual data for complex foreground subjects and environmental backgrounds.
Research and implement methods to fine-tune generative video foundation models on proprietary datasets to produce high-fidelity synthetic video training data dramatically increasing model exposure to scenes.
Develop automated pipelines that generate high-resolution depth segmentation and motion labels from production-grade models to supervise and train next-generation research architectures.
Create rigorous large-scale image and video evaluation datasets specifically designed to measure and solve long-tail quality issues such as complex material properties and temporal stability.
Information collected and processed as part of your Google Careers profile and any job applications you choose to submit is subject to Googles Applicant and Candidate Privacy Policy.
Google is proud to be an equal opportunity and affirmative action employer. We are committed to building a workforce that is representative of the users we serve creating a culture of belonging and providing an equal employment opportunity regardless of race creed color religion gender sexual orientation gender identityexpression national origin disability age genetic information veteran status marital status pregnancy or related condition including breastfeeding expecting or parents-to-be criminal histories consistent with legal requirements or any other basis protected by law. See also Googles EEO Policy Know your rights workplace discrimination is illegal Belonging at Google and How we hire.
If you have a need that requires accommodation please let us know by completing our Accommodations for Applicants form.
Google is a global company and in order to facilitate efficient collaboration and communication globally English proficiency is a requirement for all roles unless stated otherwise in the job posting.
To all recruitment agencies Google does not accept agency resumes. Please do not forward resumes to our jobs alias Google employees or any other organization location. Google is not responsible for any fees related to unsolicited resumes.
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Google is proud to be an equal opportunity and affirmative action employer. We are committed to building a workforce that is representative of the users we serve creating a culture of belonging and providing an equal employment opportunity regardless of race creed color religion gender sexual orientation gender identityexpression national origin disability age genetic information veteran status marital status pregnancy or related condition including breastfeeding expecting or parents-to-be criminal histories consistent with legal requirements or any other basis protected by law. See also Googles EEO Policy Know your rights workplace discrimination is illegal Belonging at Google and How we hire.
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