Senior Foundational AI Researcher at Dolby Laboratories, Inc.

Atlanta, Georgia, United States -

Full Time

Start Date

Immediate

Expiry Date

11 Apr, 26

Salary

168200.0

Posted On

11 Jan, 26

Experience

5 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Deep Learning, Python, TensorFlow, PyTorch, Generative Models, Self-Supervised Learning, Contrastive Learning, Auto-Encoders, Audio Processing, Video Processing, Text Processing, Machine Learning Literature, Publication Record, Technology Transfer, Patent Applications, Research Direction

Industry

Computers and Electronics Manufacturing

Description

Use deep learning to create new solutions (including foundation models) and enhance existing applications. Push the state-of-the-art and develop intellectual property. Transfer technology to product groups and draft patent applications. Advise internal leaders on recent deep learning advancements in the industry and academia to further influence research direction and business decisions. Ph.D. in Computer Science or similar field. A strong background in deep learning, both in terms of conceptual understanding, as well as practical experience. Knowledge in audio, video, or text processing is desirable. Strong publication record, with publications in major machine learning conferences (e.g. NeurIPS, ICLR, ICML). Publications in top domain-specific conferences is desirable (e.g., ACL, CVPR, ICASSP). Good knowledge about current machine learning literature. Highly skilled in Python and one or more popular deep learning frameworks (TensorFlow or PyTorch). Ability to envision new technologies and turn them into innovative products. Diffusion, autoregressive, or other generative models. Self-supervised, contrastive learning, auto-encoders. Audio, image, or text applications - Source separation, text-to-speech, music synthesis, image segmentation, image captioning, question answering, language models, etc. The Atlanta Area base salary range for this full-time position is $137,500-$168,200, which can vary if outside this location, plus bonus, benefits, and some roles may also include equity. 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, competencies, experience, market demands, internal parity, and relevant education or training. Your recruiter can share more about the specific salary range and perks and benefits for your location during the hiring process.

Responsibilities

Develop new solutions using deep learning and enhance existing applications. Advise internal leaders on advancements in deep learning to influence research direction and business decisions.