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AI Scientist II
1 month ago
Description Come be a part of our mission and make a meaningful and positive impact with the industry leading provider of language services for the Deaf and heard-of-hearing Benefits * Paid Vacation Time and Paid Sick Time and Paid Holidays * 401k 6% match with immediate vesting * Nationwide Medical Insurance plans and coverage (Medical, Dental/Orthodontia, Vision) * TeleDoc * HSA company match * 3 Medical plan options including a Low Deductible PPO Medical Plan Offering * Employee Assistance Program * Engaged Employee Resource Groups * Outstanding Learning and Career Development Opportunities Pay Range: Actual pay may vary up or down depending on job-related factors which may include knowledge, skills, experience, and location. In addition, this position may be eligible for incentive compensation. Essential Duties and Responsibilities * Research, develop, and productize state-of-the-art generative AI models using techniques such as GANs, VAEs, diffusion models, and transformer-based architectures. * Work with diverse data types, including video, speech, and text, to develop and optimize generative AI models for applications such as text-to-video synthesis, machine translation, and text-to-speech. * Design and conduct experiments to train and validate generative AI models, ensuring high quality and performance. * Collaborate with software engineers to deploy scalable, real-time generative AI systems in the cloud, optimizing for efficiency, latency, and memory usage. * Create and manage efficient data preprocessing pipelines for generative AI tasks, proactively identifying and integrating new data sources. * Consult with Sorenson management on new generative AI directions and opportunities, recommending innovative products that leverage generative AI to enable human communication. * Maintain a deep understanding of current research, technologies, and emerging trends in generative AI to inform and guide the development of cutting-edge solutions. Supervisory Responsibility This position has no direct supervisory responsibilities but does serve as a coach and mentor for other positions in the department. Travel Requirements Travel Requirements: Less than 25% Education Minimum 4 Year / Bachelors Degree in Computer Science, Computer Engineering, Physics, Mathematics, or a related field. Preferred: Graduate Degree PhD preferred. Publications in top conferences such as CVPR, ACL, ICASSP, NeurIPS, ICML, or ICLR are a plus. Experience * 2+ years of experience in an AI field (e.g., deep learning, ML, CV, NLP, ASR). * Publications in top conferences such as CVPR, ACL, NeurIPS, ICML, or ICLR are a plus. Knowledge, Skills, and Abilities * Strong foundation in machine learning, deep learning, and generative AI techniques, with expertise in areas such as GANs, latent diffusion models, VAEs, cross-attention, ControlNet, and transformer-based architectures. * Proven track record solving complex problems with innovative solutions, demonstrating the ability to develop novel algorithms and adapt existing methods to new challenges. * Extensive experience with deep learning frameworks such as PyTorch, TensorFlow, and libraries like Hugging Face Transformers, OpenAI API protocol * Proficiency in programming languages like Python and C++, and experience with data preprocessing and analysis tools such as NumPy and pandas. * Familiarity with video, audio, and text processing techniques, as well as natural language processing (NLP) concepts and methods. * Experience with model optimization techniques for efficient inference in real-world applications, such as model compression and quantization. * Familiarity with cloud computing services like AWS for training and deploying generative AI models at scale. *... For full info follow application l ink. Sorenson Communications is an EOE, Disability/Age Employer