AI Scientist II
1 month ago
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 k % match with immediate vesting Nationwide Medical Insurance plans and coverage (Medical, Dental/Orthodontia, Vision) TeleDoc HSA company match Medical plan options including a Low Deductible PPO Medical Plan Offering Employee Assistance Program Engaged Employee Resource Groups Outstanding Learning and Career Development OpportunitiesPay 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 %
Education
Minimum 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
+ years of experience in an AI field (, 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. Strong problem-solving skills and the ability to think creatively to develop innovative generative AI solutions. Excellent communication and collaboration skills, with the ability to work effectively in a diverse team of AI experts. Passion for continuous learning and staying at the forefront of generative AI research and development.Company Summary
Our Mission…Harnessing the power of language, we connect diverse people and enrich the human experience.
Our Vision…To provide global language services that expand opportunities, nurture belonging, and empower the world to connect beyond words.
As one of the world’s leading language services providers, Sorenson combines patented technology with human-centric solutions. We strive to increase diversity, equity, inclusion, and accessibility for underrepresented people through communication solutions for all: call captioning and video relay services, over-video and in-person sign language and spoken language interpreting, translation, real-time captioning, and post-production language services.
Sorenson’s impact vision and plan extends to supporting employment opportunities for diverse employees, customers, and communities. As a minority-owned company, we are committed to expanding opportunities for underserved communities while promoting an inclusive workplace for our own employees.
Equal Employment Opportunity:
Sorenson Communications is an Equal Opportunity, Affirmative Action Employer.
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