Sorenson Communications ยท 19 hours ago
AI Scientist III
UT
Full-time
Remote
Senior Level, Lead/Staff
9+ years exp
Maximize your interview chancesTelecommunicationsVoIP
Insider Connection @Sorenson Communications
Get 3x more responses when you reach out via email instead of LinkedIn.
Responsibilities
Research, develop, and productize state-of-the-art AI models and algorithms using techniques such multi-modal and sequence-based transformer-based architectures, and other emerging technologies.
Work with diverse data types, including video, images, and text, to develop and optimize AI models for applications such as text-to-video, and video-to-text, segmentation, feature extraction, and machine translation.
Design, implement, and evaluate novel algorithms and large-scale deep learning models to address complex problems in your area of assignment, optimizing for performance, scalability, and user experience across diverse domains.
Collaborate with software engineers to deploy scalable, real-time AI systems in the cloud and in-premise, 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.
Write software to integrate AI code into a production system.
Maintain a deep understanding of current research, technologies, and emerging trends in AI to inform and guide the development of cutting-edge solutions.
Enhance our model serving runtime for efficient serving of natural language models in both streaming and batch applications.
Other duties as assigned.
Qualification
Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.
Required
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 (e.g. deep learning, machine learning, computer vision, natural language processing, or automated speech recognition). A master's degree may be considered equivalent to 2-4 YOE. A PhD may be considered equivalent to 1-3 YOE.
Advanced skills in machine learning, deep learning, computer vision, and generative AI techniques, in areas such as transformer-based architectures, GANs, latent diffusion models, VAEs, cross-attention, and segmentation.
Extensive experience with model optimization techniques for efficient inference in real-world applications.
Strong desire for continuous learning and staying at the forefront of AI research and development.
Extensive experience with large language models, multi-modal learning, and supervised and unsupervised learning.
Advanced skills in programming languages like Python or C++, experience with data preprocessing and analysis tools such as NumPy and pandas, and excellent skills with deep learning frameworks such as PyTorch, TensorFlow, scikit-learn, Hugging Face Transformers, and Open AI API protocol.
Proven experience with computer vision libraries and tools such as autoencoders, OpenCV, scikit-image, ffmpeg, and CUDA.
Advanced skills with video, image, and text processing techniques as well as natural language processing concepts and methods.
Proven experience with cloud computing services like AWS for training and deploying models at scale.
Strong understanding of software development processes for translating research into production systems and understanding of experimental design, data analysis, statistics, and data science principles.
Preferred
Master or PhD degree in a related field.
Publications in top conferences such as CVPR, ACL, NeurIPS, ICML, or ICLR are a plus.
Experience using optimized inference engines like OnnxRuntime or TensorRT and model serving runtimes like Triton Inference Server is desired.
Familiarity of ASL communication skills.
Company
Sorenson Communications
Sorenson Communications provideS the highest-quality communication products and services to all deaf and hard-of-hearing individuals.
10001+ employees
H1B Sponsorship
Sorenson Communications has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2022 (5)
2021 (1)
2020 (2)
Funding
Current Stage
Late StageLeadership Team
Maria Lensing
Global CIO & CTO
Rick Kreifeldt
CTO
Recent News
2024-12-05
2022-02-11
Company data provided by crunchbase
