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Deep Learning Engineer (NLP / CV) in Anadea

Posted more than 30 days ago

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Anadea

Anadea

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14 серпня 2024 Deep Learning Engineer (NLP / CV) віддалено Join our dynamic team as a Data Scientist/DL Engineer and drive innovation with cutting-edge ML/DL/AI solutions across diverse business domains. Who We Are Looking For: Must have: 1+ year of experience as ML/DL Engineer Profound understanding of ML/DL fundamentals Proficiency in Pytorch or Tensorflow — expertise in training models, identifying and resolving issues and optimizing model performance. Understanding of deep neu

14 серпня 2024

Deep Learning Engineer (NLP / CV)

віддалено

Join our dynamic team as a Data Scientist/DL Engineer and drive innovation with cutting-edge ML/DL/AI solutions across diverse business domains.

Who We Are Looking For:

Must have:

  • 1+ year of experience as ML/DL Engineer
  • Profound understanding of ML/DL fundamentals
  • Proficiency in Pytorch or Tensorflow — expertise in training models, identifying and resolving issues and optimizing model performance.
  • Understanding of deep neural networks — what loss function to use, how to fix exploding gradients, why do we need regularization
  • Proven experience with either CV or NLP tasks and architectures — understanding the difference between T5 and BERT or ResNet/EfficientNet is required.

Nice to have:

  • Experience in containerizing DL pipelines (Docker).
  • Commitment to high-quality coding: docstrings, type annotations, understanding of tests.
  • Commitment to tracking your work: experience with DVC, MLFlow, Tensorboard or similar for tracking datasets and experiments.
  • Advanced English proficiency, strong communication skills, ability to easily and clearly articulate technical concepts and effectively engage with the clients.
  • Experience with Generative AI: LLMs, Image Generation models, understanding adapters, RAG

What we offer:

  • Variety of Projects: Engage with different areas like CV, NLP, and Tabular data, ensuring no two days are the same.
  • Top-Tier hardware: servers with A6000/RTX 4090, access to high-end GPU instances on cloud.
  • Environment: work with an experienced team passionate about the industry.
  • Direct involvement with clients, opportunity to influence projects with your ideas and solutions.
  • Opportunities for business trips, participation in conferences, PR of our work and your contributions.

Interview Process:

  • HR interview
  • Introduction (30-45 minutes).
  • Take-home assignment (6-8 hours).
  • Solution discussion (60 minutes).
  • Offer

How to Apply:

CV is essential, links to GitHub/Kaggle/your outstanding papers and projects are very welcome and highly encouraged

Without experience
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