Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Update jobs “junior-middle-deep-learning-engineer-nlp-cv” #277

Open
wants to merge 1 commit into
base: main
Choose a base branch
from
Open
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
44 changes: 44 additions & 0 deletions src/jobs/junior-middle-deep-learning-engineer-nlp-cv.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,44 @@
---
title: Junior+ / Middle Deep Learning Engineer (NLP / CV)
location: Ukraine/Europe
---


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:

* Profound understanding of ML/DL fundamentals
* 0,5+ years of experience as DL Engineer
* Proficiency in Pytorch or Tensorflow - expertise in training, debugging and optimizing models.
* 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 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:

* Introduction (30-45 minutes).
* Take-home assignment (4 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