AI Research Intern focusing on advancing deep learning techniques in financial products at TD. Collaborating on large - scale datasets and representing the team at ML conferences.
About the role
- Lead AI initiatives in multimodal ML/AI at Eluvio AI Labs. Driving innovations for video understanding, content processing, and more in a hybrid environment.
Responsibilities
- Drive the organization level AI mandate and roadmap and set technical direction ensuring alignment with business goals.
- Manage multiple stakeholder’s needs and map product gaps to AI solutions.
- Drive the AI team’s initiatives on (not limited to),**- Applied Research and Development of novel Video Foundation models for use cases spanning, video understanding, search and generation. **- Deployment of production-grade multimodal and/or LLM/VLM models.**- Design and development of novel infrastructure for ML training, inference, and content search.
Requirements
- PhD in Computer Science or related fields (ECE / Statistics / Math / Physics). Strong Masters will be considered.
- Minimum of 7 years of working experience as a machine learning engineer.
- Demonstrated ability to build, verify, and deploy state-of-the-art task-specific ML models.
- Deep knowledge of machine/deep learning algorithms (e.g., Transformer/VLM/LLM, CNNs, residual networks, GAN, clustering, sequence models) and frameworks/libraries (e.g., Tensorflow, PyTorch, Scikit-learn, Jax).
- Excellent experience in deployment of machine learning models in production environments, particularly in video/media-focused applications.
- Excellent communication skills and ability to collaborate effectively within interdisciplinary teams, managing priorities, and delivering high-quality results in a fast-paced environment.
- Strong technical expertise in system design and software development. Proficiency in both high-level languages (e.g., Python, JavaScript, Bash) and system programming languages (e.g., C/C++/Go/Rust).
- Demonstrated knowledge in API design and implementation for model inference services, ensuring scalable, reliable, and efficient integration of machine learning models into production systems.
- Deep knowledge and experience in statistical data analysis and strong skills in managing and processing large-scale data sets, particularly in media. Knowledge of CockroachDB, Firebase DB, and other stores for large-scale data sets.
Benefits
- Medical, dental, and vision insurance.
- Employee stock equity program
- Opportunity to work in the leading company in Decentralized Content AI, Distribution, and Monetization with an amazing team of experts and to impact the world with your innovation.
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
Tech skills
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