Senior Artificial Intelligence Engineer

3 days ago

Islamabad, Islamabad, Pakistan Zoneomics Full time 900,000 - 1,200,000 per year

Responsibilities

  • Understand the state-of-the-art literature regarding NLP and language models, and use the gained knowledge to develop solutions that help in improving the processes used for data collection and extraction from a wide variety of sources.
  • Work independently, and propose + develop feasible and efficient solutions.
  • Develop NLP/LLM-based applications.
  • Finetune LLMs/other networks according to custom requirements.
  • Ensure the correction of training data being used for finetuning.
  • Maintain and improve previously developed code.

Experience

  • Bachelor's in Computer Science, Software engineering, Electrical engineering or Electronics engineering.
  • 3+ years experience in machine learning and NLP-based product development using Python.
  • 1 year experience with language model-based development.

Requirements

  • Deep understanding of NLP core concepts.
  • Understanding of Transformer architecture and working mechanism of LLMs.
  • Ability to understand NLP and LLM literature and use it for designing solutions.
  • Experience in finetuning language models.
  • Experience overseeing the process of data preparation for finetuning LLMs/other models.
  • Experience in developing LLM-based applications.
  • Experience in information extraction using language models.
  • Good understanding of advanced mathematics and statistics adopted in the NLP domain.
  • Experience using Python + Pytorch and other related libraries.
  • Ability to work independently (Research + Development).
  • Ability to communicate ideas, work, and results.

Good to have

  • Experience using Docker.
  • Experience using AWS.

Please note that this position requires a very specific skill set for solving a set of very unconventional NLP-related problems. Therefore, deep understanding of machine learning concepts, NLP concepts, mathematical understanding of machine learning methods, and development experience is indispensable.

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