Large Model Pre-training Algorithm Researcher
TencentAbout the role
Business Unit
What the Role Entails
Job Description
1. Core Model Development: Lead the pre-training of generative large language models (LLMs), encompassing large-scale pre-training, long-context extension, and the exploration of efficient linear attention variants.
2. Technical Innovation: Investigate and track cutting-edge research to drive breakthroughs in AIGC (AI Generated Content) capabilities.
3. Knowledge Embedding: Research efficient methods for knowledge injection and explore mechanisms for continual/online model updating.
4. Capability Optimization: Conduct research on in-context learning and advanced prompting strategies to fully elicit knowledge from large models.
Who We Look For
Requirements
1. Technical Proficiency: Proficient in Python and Linux environments. Expertise in deep learning frameworks such as PyTorch or TensorFlow.
2. Theoretical Foundation: Deep understanding of deep learning principles with a solid grasp of Transformer-based architectures.
3. Problem Solving: Strong analytical and problem-solving skills. Highly self-motivated with the ability to thrive in a challenging research environment.
4. Preferred Qualifications: Hands-on experience in large-scale model pre-training is highly preferred. Candidates with strong research output, evidenced by publications in top-tier conferences (e.g., NeurIPS, ICML, ICLR, ACL), are strongly encouraged to apply.
Location State(s)
US-California-Palo AltoThe expected base pay range for this position in the location(s) listed above is $163,800.00 to $307,600.00 per year. Actual pay may vary depending on job-related knowledge, skills, and experience. Employees hired for this position may be eligible for a sign on payment, relocation package, and restricted stock units, which will be evaluated on a case-by-case basis. Subject to the terms and conditions of the plans in effect, hired applicants are also eligible for medical, dental, vision, life and disability benefits, and participation in the Company’s 401(k) plan. The Employee is also eligible for up to 15 to 25 days of vacation per year (depending on the employee’s tenure), up to 13 days of holidays throughout the calendar year, and up to 10 days of paid sick leave per year. Your benefits may be adjusted to reflect your location, employment status, duration of employment with the company, and position level. Benefits may also be pro-rated for those who start working during the calendar year.Equal Employment Opportunity at Tencent
As an equal opportunity employer, we firmly believe that diverse voices fuel our innovation and allow us to better serve our users and the community. We foster an environment where every employee of Tencent feels supported and inspired to achieve individual and common goals.
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