Ukraine Job Openings
Anadea
Deep Learning Engineer (NLP / CV)
August 12, 2024
Who We Are Looking For:
Must have:
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1+ year of experience as ML/DL Engineer
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Profound understanding of ML/DL fundamentals
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Proficiency in Pytorch or Tensorflow - expertise in training models, identifying and resolving issues and optimizing model performance.
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Understanding of deep neural networks - what loss function to use, how to fix exploding gradients, why do we need regularization
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Proven experience with either CV or NLP tasks and architectures - understanding the difference between T5 and BERT or Res Net/Efficient Net is required.
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Experience in containerizing DL pipelines (Docker).
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Commitment to high-quality coding: docstrings, type annotations, understanding of tests.
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Commitment to tracking your work: experience with DVC, MLFlow, Tensorboard or similar for tracking datasets and experiments.
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Advanced English proficiency, strong communication skills, ability to easily and clearly articulate technical concepts and effectively engage with the clients.
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Experience with Generative AI: LLMs, Image Generation models, understanding adapters, RAG
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Variety of Projects: Engage with different areas like CV, NLP, and Tabular data, ensuring no two days are the same.
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Top-Tier hardware: servers with A6000/RTX 4090, access to high-end GPU instances on cloud.
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Environment: work with an experienced team passionate about the industry.
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Direct involvement with clients, opportunity to influence projects with your ideas and solutions.
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Opportunities for business trips, participation in conferences, PR of our work and your contributions.
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HR interview
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Introduction (30-45 minutes).
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Take-home assignment (6-8 hours).
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Solution discussion (60 minutes).
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Offer.
CV is essential, links to Git Hub/Kaggle/your outstanding papers and projects are very welcome and highly encouraged
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