Machine Learning Scientist — United States
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ОткликнутьсяAbout The Company
Intratek Computer, Inc. is a technology-driven organization committed to innovation and excellence in the field of computer science and engineering. Located in Irvine, CA, the company specializes in developing cutting-edge solutions that address complex challenges in digital media security and machine learning. With a focus on research and development, Intratek fosters a collaborative environment where experts in artificial intelligence, machine learning, and digital signal processing work together to create impactful technologies. The company values integrity, continuous learning, and diversity, aiming to deliver advanced products that meet the evolving needs of its clients and the broader technology landscape.
About The Role
We are seeking a highly skilled Machine Learning Scientist to join our specialized team in Irvine, CA. This direct-hire position offers an exciting opportunity to design, develop, and implement advanced deep learning algorithms with a focus on steganography and media watermarking across various digital media formats including images, video, and audio. The successful candidate will collaborate closely with engineering teams to deploy these models into production environments such as mobile and cloud platforms. This role demands a strong foundation in deep neural network training, data curation, and algorithm benchmarking, along with the ability to communicate technical findings effectively. Candidates located outside the area who meet the qualifications may be considered for relocation or remote work with periodic travel to the Irvine office.
Qualifications
• Expert-level experience with PyTorch and deep neural network training and testing.
• Proven experience in dataset collection, curation, and preprocessing for deep learning applications.
• Strong communication, collaboration, and organizational skills.
• Preferred: Knowledge of steganography and digital watermarking techniques.
• Preferred: Familiarity with image, video, and audio compression algorithms.
• Preferred: Publication history in major machine learning and computer vision conferences such as CVPR, ICCV, NeurIPS.
• Preferred: Experience deploying machine learning models to mobile, desktop, or cloud-based customer platforms.
Responsibilities
• Research, design, and implement state-of-the-art deep learning algorithms focused on steganography and media watermarking.
• Collaborate with cross-functional engineering teams to integrate and deploy machine learning models into customer-facing platforms.
• Benchmark and evaluate new models against legacy approaches to ensure quality, accuracy, and performance.
• Prepare clear and comprehensive technical documentation, reports, and presentations to communicate research findings and development progress to internal teams.
• Stay current with advancements in machine learning, digital media security, and related fields to continuously enhance algorithm performance and applicability.
• Contribute to the development of scalable solutions that can be deployed on mobile, desktop, and cloud environments.
Benefits
• Medical insurance coverage.
• Paid vacation time.
• Paid holidays.
• Stock options as part of the compensation package.
Equal Opportunity
Intratek Computer, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, religion, ancestry, national origin, sex, sexual orientation, age, disability, marital status, domestic partner status, or medical condition. We also proudly provide preference to returning war veterans in recognition of their service and skills.