About the position
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 hard-of-hearing! This position involves researching, developing, and productizing state-of-the-art AI models and algorithms using techniques such as multi-modal and sequence-based transformer architectures, and other emerging technologies. You will work with diverse data types, including video, images, and text, to develop and optimize AI models for applications such as text-to-video, video-to-text, segmentation, feature extraction, and machine translation. The role requires collaboration with software engineers to deploy scalable, real-time AI systems in the cloud and on-premise, optimizing for efficiency, latency, and memory usage. You will also create and manage efficient data preprocessing pipelines for generative AI tasks and maintain a deep understanding of current research and technologies in AI.
Responsibilities
- Research, develop, and productize state-of-the-art AI models and algorithms.
- Work with diverse data types, including video, images, and text.
- Design, implement, and evaluate novel algorithms and large-scale deep learning models.
- Collaborate with software engineers to deploy scalable, real-time AI systems.
- Create and manage efficient data preprocessing pipelines for generative AI tasks.
- Write software to integrate AI code into a production system.
- Maintain a deep understanding of current research and technologies in AI.
- Enhance model serving runtime for efficient serving of natural language models.
- Other duties as assigned.
Requirements
- 4-Year bachelor's degree in computer science, Computer Engineering, Physics, Mathematics, or a related field.
- Minimum of 9 Years of experience in an AI field.
- Advanced skills in machine learning, deep learning, computer vision, and generative AI techniques.
- Extensive experience with model optimization techniques for efficient inference.
- Strong desire for continuous learning in AI research and development.
- Extensive experience with large language models and multi-modal learning.
- Advanced skills in programming languages like Python or C++.
- Proven experience with computer vision libraries and tools.
- Strong understanding of software development processes.
Nice-to-haves
- Master or PhD degree in a related field.
- Publications in top conferences such as CVPR, ACL, NeurIPS, ICML, or ICLR.
- Experience using optimized inference engines like OnnxRuntime or TensorRT.
- Familiarity with ASL communication skills.
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
