Applied Researcher I

3 weeks ago

Dubai, United Arab Emirates SimplyApply Full time

Basic Qualifications

  • Currently has, or is in the process of obtaining, a PhD, with an expectation that required degree will be obtained on or before the scheduled start date or M.S. with at least 2 years of experience in Applied Research

Preferred Qualifications [choose correct set based on focus of role]:

  • PhD in Computer Science, Machine Learning, Computer Engineering, Applied Mathematics, Electrical Engineering or related fields
  • LLM
    • PhD focus on NLP or Masters with 5 years of industrial NLP research experience
    • Multiple publications on topics related to the pre-training of large language models (e.g. technical reports of pre-trained LLMs, SSL techniques, model pre-training optimization)
    • Member of team that has trained a large language model from scratch (10B + parameters, 500B+ tokens)
    • Publications in deep learning theory
    • Publications at ACL, NAACL and EMNLP, Neurips, ICML or ICLR
  • Optimization (Training & Inference)
    • PhD focused on topics related to optimizing training of very large deep learning models
    • Multiple years of experience and/or publications on one of the following topics: Model Sparsification, Quantization, Training Parallelism/Partitioning Design, Gradient Checkpointing, Model Compression
    • Experience optimizing training for a 10B+ model
    • Deep knowledge of deep learning algorithmic and/or optimizer design
    • Experience with compiler design
  • Finetuning
    • PhD focused on topics related to guiding LLMs with further tasks (Supervised Finetuning, Instruction-Tuning, Dialogue-Finetuning, Parameter Tuning)
    • Demonstrated knowledge of principles of transfer learning, model adaptation and model guidance
    • Experience deploying a fine-tuned large language model

Capital One will consider sponsoring a new qualified applicant for employment authorization for this position

The minimum and maximum full-time annual salaries for this role are listed below, by location. Please note that this salary information is solely for candidates hired to perform work within one of these locations, and refers to the amount Capital One is willing to pay at the time of this posting. Salaries for part-time roles will be prorated based upon the agreed upon number of hours to be regularly worked.

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