Grid Dynamics International, Inc.
Staff ML Engineer
Grid Dynamics International, Inc., San Ramon, California, United States, 94583
We are looking for a Staff Machine Learning Practitioner to join our team and help our clients in their innovative journeys.Essential Functions
Design, develop, and deploy multimodal machine learning models that integrate NLP and visualization techniques.Work with large datasets to build and train models that can interpret and generate human language, as well as create interactive visualizations.Collaborate with cross-functional teams to identify opportunities for NLP and visualization applications.Stay up-to-date with industry trends and advancements in NLP, visualization, and related areas.Develop and maintain technical documentation for models, algorithms, and visualizations.Work closely with data scientists, engineers, and stakeholders to ensure seamless integration of models into larger systems.Qualifications
PhD in Machine Learning, Computer Science, Computer Engineering, or equivalent experience.Experience with AWS Cloud Platforms.Proficiency in using vision-language and generative models for a variety of multimodal tasks, including controllable image synthesis and visual question answering. Familiarity with various vision-language models (such as CLIP, BLIP, Stable Diffusion, ControlNet), and DL libraries (e.g. Huggingface) for applying these models to real-world problems.Good to Have:In-depth knowledge of the architecture and inner workings of vision-language models.Capability to train custom models tailored to specific image generation/analysis tasks.Experience in fine-tuning vision-language models on custom datasets, and deploying them for use in real-time or batch scenarios.In-depth knowledge of diffusion models.Experience in fine-tuning diffusion models for a variety of use cases on custom datasets, and deploying them for use in real-time or batch scenarios.Would be a Plus
Ability to push the boundaries of vision-language models by creating custom model architectures for uncommon problems, including other modalities such as 3D and video.Expertise in ethical considerations and responsible use of generative AI for images, including addressing potential biases and misuse.We Offer
Opportunity to work on bleeding-edge projects.Work with a highly motivated and dedicated team.Benefits package - medical insurance, sports.Corporate social events.Well-equipped office.About Us
Grid Dynamics (NASDAQ: GDYN) is a leading provider of technology consulting, platform and product engineering, AI, and advanced analytics services. Fusing technical vision with business acumen, we solve the most pressing technical challenges and enable positive business outcomes for enterprise companies undergoing business transformation. A key differentiator for Grid Dynamics is our 8 years of experience and leadership in enterprise AI, supported by profound expertise and ongoing investment in data, analytics, cloud & DevOps, application modernization and customer experience. Founded in 2006, Grid Dynamics is headquartered in Silicon Valley with offices across the Americas, Europe, and India.Apply to the Position
Country of residence*Resume*Social profileFirst name*Last name*E-mail*PhoneCountry of Hiring Office*Location of Hiring Office*Consent to the processing of personal data in future recruitment processes*I hereby give my consent to the Grid Dynamics Group to process my personal data contained in the application documents for the purpose of using my application in future recruitment processes.Grid Dynamics is an equal opportunity employer. We are committed to creating an inclusive environment for all employees during their employment and for all candidates during the application process.All qualified applicants will receive consideration for employment without regard to, and will not be discriminated against based on, age, race, gender, color, religion, national origin, sexual orientation, gender identity, veteran status, disability or any other protected category. All employment is decided on the basis of qualifications, merit, and business need.
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Design, develop, and deploy multimodal machine learning models that integrate NLP and visualization techniques.Work with large datasets to build and train models that can interpret and generate human language, as well as create interactive visualizations.Collaborate with cross-functional teams to identify opportunities for NLP and visualization applications.Stay up-to-date with industry trends and advancements in NLP, visualization, and related areas.Develop and maintain technical documentation for models, algorithms, and visualizations.Work closely with data scientists, engineers, and stakeholders to ensure seamless integration of models into larger systems.Qualifications
PhD in Machine Learning, Computer Science, Computer Engineering, or equivalent experience.Experience with AWS Cloud Platforms.Proficiency in using vision-language and generative models for a variety of multimodal tasks, including controllable image synthesis and visual question answering. Familiarity with various vision-language models (such as CLIP, BLIP, Stable Diffusion, ControlNet), and DL libraries (e.g. Huggingface) for applying these models to real-world problems.Good to Have:In-depth knowledge of the architecture and inner workings of vision-language models.Capability to train custom models tailored to specific image generation/analysis tasks.Experience in fine-tuning vision-language models on custom datasets, and deploying them for use in real-time or batch scenarios.In-depth knowledge of diffusion models.Experience in fine-tuning diffusion models for a variety of use cases on custom datasets, and deploying them for use in real-time or batch scenarios.Would be a Plus
Ability to push the boundaries of vision-language models by creating custom model architectures for uncommon problems, including other modalities such as 3D and video.Expertise in ethical considerations and responsible use of generative AI for images, including addressing potential biases and misuse.We Offer
Opportunity to work on bleeding-edge projects.Work with a highly motivated and dedicated team.Benefits package - medical insurance, sports.Corporate social events.Well-equipped office.About Us
Grid Dynamics (NASDAQ: GDYN) is a leading provider of technology consulting, platform and product engineering, AI, and advanced analytics services. Fusing technical vision with business acumen, we solve the most pressing technical challenges and enable positive business outcomes for enterprise companies undergoing business transformation. A key differentiator for Grid Dynamics is our 8 years of experience and leadership in enterprise AI, supported by profound expertise and ongoing investment in data, analytics, cloud & DevOps, application modernization and customer experience. Founded in 2006, Grid Dynamics is headquartered in Silicon Valley with offices across the Americas, Europe, and India.Apply to the Position
Country of residence*Resume*Social profileFirst name*Last name*E-mail*PhoneCountry of Hiring Office*Location of Hiring Office*Consent to the processing of personal data in future recruitment processes*I hereby give my consent to the Grid Dynamics Group to process my personal data contained in the application documents for the purpose of using my application in future recruitment processes.Grid Dynamics is an equal opportunity employer. We are committed to creating an inclusive environment for all employees during their employment and for all candidates during the application process.All qualified applicants will receive consideration for employment without regard to, and will not be discriminated against based on, age, race, gender, color, religion, national origin, sexual orientation, gender identity, veteran status, disability or any other protected category. All employment is decided on the basis of qualifications, merit, and business need.
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