DigitalFish, Inc
Research Scientist - Computer Vision / Machine Learning
DigitalFish, Inc, California, Missouri, United States, 65018
We’re looking for great people to join our growing team.
DigitalFish has long been a trusted partner of leading digital media companies, and we are at the center of their efforts to build a new generation of platforms and experiences. Current and past customers include Apple, Google, Meta, Disney, DreamWorks, Activision, Technicolor, ESPN, LEGO, NASA and many others.Come work with a well-respected, creative and talented group of experts in graphics, animation, machine learning and mixed reality.Research Scientist - Computer Vision / Machine Learning
Research Scientist - Computer Vision / Machine LearningOur mission at DigitalFish is to help our customers derive transformative value across their organizations by building next-generation technologies that define the future of digital-media creation and consumption for millions of users.OUR ENGINEERING TEAMOur engineers develop resilient and scalable solutions on internal projects as well as external projects with our partners across animation, visual effects, mixed reality, social media and game production. All of our engineers contribute to an agile product development lifecycle by applying skills that span from requirements analysis, design, graphics tools, pipeline tools, workflow analysis and pipeline integration.
WHAT YOU'LL DOYou will formulate and solve numerical optimization problems in computer vision and computer graphics.You will design, develop, and train complex machine learning models.You will optimize ML solutions for on-device deployment.You will collaborate with other researchers and engineers to develop experiments, prototypes, and concepts.Take ownership of technical issues and work to resolve them.WHO YOU AREPhD/MS in Computer Science or related field.Minimum 3 years experience using Python or C++.Experienced with Pytorch/openCV/PIL.Experience with depth estimation, point cloud processing, and digital geometry processing.Knowledge of basic visual signal processing tasks such as classification, segmentation, tracking, denoising.Familiar with all components in the training of ML model, including data loader, backbone search, choice of regressors/objectives/optimizers, hyperparameter search, model finetune, model quantization/optimization/format conversion.Self-motivated with strong communication skills and able to work both in a team and independently.Basic knowledge of the ISP pipeline is desirable.Knowledge on image/video/depth data processing is desirable.Experience of delivering software product in C/C++ and exposure to Android code base is desirable.Proof of eligibility to work in the United States.COMPENSATION & BENEFITSThe annual salary range for this position is $170,000 to $210,000 plus equity (per qualifications).The base pay actually offered will take into account internal parity, job-related knowledge, skills, and experience among other factors.Health Insurance - Medical, Dental, Vision and Life Insurance.Discounts on movie tickets, theme parks, hotels, Broadway and Vegas shows, shopping partners & more.Flexible working environment and more!ADDITIONAL INFOOur team is fully remote, working effectively together in real time. The ability to work on the West Coast time zone is preferred.DigitalFish is an equal opportunities employer ensuring that all applicants are treated equally and fairly throughout our recruitment process. We are determined to ensure that no applicant experiences discrimination on the basis of sex, race, ethnicity, religion or belief, disability, age, gender identity, ancestry, sexual orientation, veteran status, marriage and civil partnership, pregnancy and maternity, or any other basis prohibited by applicable law.DigitalFish is not able to sponsor immigration petitions for this role at this time. All applicants must have the right to work in the United States. We look forward to hearing from you!
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DigitalFish has long been a trusted partner of leading digital media companies, and we are at the center of their efforts to build a new generation of platforms and experiences. Current and past customers include Apple, Google, Meta, Disney, DreamWorks, Activision, Technicolor, ESPN, LEGO, NASA and many others.Come work with a well-respected, creative and talented group of experts in graphics, animation, machine learning and mixed reality.Research Scientist - Computer Vision / Machine Learning
Research Scientist - Computer Vision / Machine LearningOur mission at DigitalFish is to help our customers derive transformative value across their organizations by building next-generation technologies that define the future of digital-media creation and consumption for millions of users.OUR ENGINEERING TEAMOur engineers develop resilient and scalable solutions on internal projects as well as external projects with our partners across animation, visual effects, mixed reality, social media and game production. All of our engineers contribute to an agile product development lifecycle by applying skills that span from requirements analysis, design, graphics tools, pipeline tools, workflow analysis and pipeline integration.
WHAT YOU'LL DOYou will formulate and solve numerical optimization problems in computer vision and computer graphics.You will design, develop, and train complex machine learning models.You will optimize ML solutions for on-device deployment.You will collaborate with other researchers and engineers to develop experiments, prototypes, and concepts.Take ownership of technical issues and work to resolve them.WHO YOU AREPhD/MS in Computer Science or related field.Minimum 3 years experience using Python or C++.Experienced with Pytorch/openCV/PIL.Experience with depth estimation, point cloud processing, and digital geometry processing.Knowledge of basic visual signal processing tasks such as classification, segmentation, tracking, denoising.Familiar with all components in the training of ML model, including data loader, backbone search, choice of regressors/objectives/optimizers, hyperparameter search, model finetune, model quantization/optimization/format conversion.Self-motivated with strong communication skills and able to work both in a team and independently.Basic knowledge of the ISP pipeline is desirable.Knowledge on image/video/depth data processing is desirable.Experience of delivering software product in C/C++ and exposure to Android code base is desirable.Proof of eligibility to work in the United States.COMPENSATION & BENEFITSThe annual salary range for this position is $170,000 to $210,000 plus equity (per qualifications).The base pay actually offered will take into account internal parity, job-related knowledge, skills, and experience among other factors.Health Insurance - Medical, Dental, Vision and Life Insurance.Discounts on movie tickets, theme parks, hotels, Broadway and Vegas shows, shopping partners & more.Flexible working environment and more!ADDITIONAL INFOOur team is fully remote, working effectively together in real time. The ability to work on the West Coast time zone is preferred.DigitalFish is an equal opportunities employer ensuring that all applicants are treated equally and fairly throughout our recruitment process. We are determined to ensure that no applicant experiences discrimination on the basis of sex, race, ethnicity, religion or belief, disability, age, gender identity, ancestry, sexual orientation, veteran status, marriage and civil partnership, pregnancy and maternity, or any other basis prohibited by applicable law.DigitalFish is not able to sponsor immigration petitions for this role at this time. All applicants must have the right to work in the United States. We look forward to hearing from you!
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