NLP / Machine Learning Researcher
LenovoJob Description
Lenovo is seeking a talented NLP / Machine Learning Researcher to join our Research and Development team in Morrisville, North Carolina. This role is pivotal in advancing our capabilities in Large Language Models (LLM) and multi-modality fields, including vision and audio. As a researcher, you will be at the forefront of developing models that are not only innovative but also applicable to real-world scenarios, enhancing Lenovo's future product offerings.
Key Responsibilities
- Data Pipeline Management: Oversee the end-to-end multi-stage data pipeline, including the design, creation, cleaning, and refinement of SFT and RLHF data for LLM and multi-modality LLM.
- Model Training: Engage in LLM and Computer Vision (CV) model training, ensuring the models meet the highest standards of performance and efficiency.
- Research and Development: Conduct R&D in model distillation, quantization, and other related technologies, focusing on new algorithms and training techniques in the Generative AI field.
- Quantization Techniques: Develop and implement LLM quantization techniques to optimize model performance.
Basic Qualifications
- Master's degree in Electrical and Computer Engineering (ECE), Computer Science (CS), or a related field.
- Proficiency in Python and experience with frameworks such as PyTorch, Deepspeed, FSDP, vllm, or llama.cpp.
Preferred Qualifications
- PhD in ECE, CS, or a related field.
- Experience with CUDA and C++.
Work Environment
This position is based at our North America Headquarters in Raleigh, NC. We support a hybrid work environment, requiring 3 days onsite and 2 days remote. Candidates must be local to Raleigh or willing to relocate independently.
About Lenovo
Lenovo is a global technology powerhouse with a bold vision to deliver smarter technology for all. We are the world's largest PC company, with a full-stack portfolio of AI-enabled devices, infrastructure, software, solutions, and services. Our commitment to innovation is building a more equitable, trustworthy, and smarter future for everyone.
Equal Opportunity Employer
Lenovo is an Equal Opportunity Employer and does not discriminate against any employee or applicant for employment because of race, color, sex, age, religion, sexual orientation, gender identity, national origin, status as a veteran, and basis of disability or any federal, state, or local protected class.
Join us in our mission to create smarter technology for all. Apply today!
Benefits Extracted with AI
- Hybrid work environment
- Equal Opportunity Employer
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