Ifm Us
Research Scientist - NLP
Sunnyvale, CA
H1B sponsorship available$150k-$450kDetected 491 days ago
PythonC++Data StructuresAlgorithmsCode ReviewMachine LearningDeep LearningPyTorchNLPComputer VisionLLMsResearchCommunicationCollaborationProblem Solving
About the role
- You will be responsible for a wide range of tasks encompassing research, development, and implementation of NLP solutions, with a particular emphasis on Python coding, machine learning techniques, and deep learning methodologies.
Responsibilities
- Lead the research of technology for improving the efficiency of Large Language Model (LLM) while performing target capabilities or supporting many capabilities, such as novel architectures and improved pre-training.
- Design and implement NLP algorithms for model training and prediction, leverage ML infrastructure, and contribute to model optimization and data processing, using Pytorch or other frameworks.
- Collaborate with peers and stakeholders through design and code reviews to ensure best practices amongst available technologies.
- Write up results in design documents, technical reports, and papers for publication.
- Perform all other duties as reasonably directed by the line manager that are commensurate with these functional objectives.
Requirements
- Experience with software development in one or more programming languages (e.g. Python, C++), and with data structures/algorithms.
- Experience with efficiency, modularity or related topics for LLMs.
- Experience with ML infrastructure (e.g., model deployment, model evaluation, optimization, data processing, debugging).
- Experience with design and optimization of algorithms in performance constrained environments (e.g., mobile).
Nice to have
- Professional Experience - Preferred
Compensation
- $150k-$450k
Benefits
- Include *Comprehensive medical, dental, and vision benefits *Bonus *401K Plan *Generous paid time off, sick leave and holidays *Paid Parental Leave *Employee Assistance Program *Life insurance and disability
- Integrate and improve LLM algorithms to work with other models such as computer vision models
- Represent MBZUAI at industry conferences and events, showcasing the institution's cutting-edge HPC and deep learning capabilities and establishing MBZUAI as a global leader in AI research and innovation.
- Experience with state-of-the-art Gen AI techniques and models (e.g., LLMs, Multi-Modal, Large Vision Models) or with Gen AI-related concepts (e.g., language modeling, computer vision).
Visa & Work Authorization
- This position is eligible for visa sponsorship.
This listing is sourced directly from Ifm Us's careers page and normalized into a canonical job model.