NLP Engineer (Senior)
#полнаязанятость #удаленка
Company: Replika
Location: San Francisco
Experience: 4+ years
Relocation package: Covered by company
Salary: $5000-$8000. It can be higher if you’re 🔥;
What you will do:
- Implement and maintain high-load NLP models in production;
- Put forward, discuss and test hypotheses to improve the quality of the dialogue;
- Design and implement A/B tests;
- Interact with product, client, and backend teams;
- Read and tell others ML/DL/NLP/Conversational AI articles.
We expect you to have:
- Good understanding of the current state of the art at NLP;
- Experience working with modern transformer-based architectures like GPT, BERT, and their successors;
- Up-to-date MD/DL stack: python, pytorch / tensorflow, sklearn, docker, CI/CD;
- Good knowledge of Computer Science, ML, DL, Probability Theory, and Statistics.
- Ability to write clean, optimal, maintainable production code;
- Ability to work in a team.
It's definitely a bonus if you have:
- Experience with pytorch-lightning, transformers, ONNX, Triton;
- Experience in optimizing DL models for production;
- Understanding the principles of operation of modern open-domain dialog systems;
- Academic publications in the field of DL/NLP;
- Experience with Spark, SQL, and C++.
Reasons to work at Replika:
- Replika makes a difference in the lives of millions: it improves well-being and mental health, save from loneliness;
- We earn and pay in $;
- Mature startup atmosphere: well-built working process, no red tape, and a small team that is open to new ideas;
- Lack of legacy, modern tech stack;
- We participate in international AI conferences both as speakers and attendees;
- A chance to constantly learn: we have a well-functioning team with a rich background from Yandex and SDA, FCS HSE, CMC MSU, MFTI, and other top academies.
What will you get?
- Remote work or a fantastic office in Moscow/Tbilisi, which you can mix and match. At the moment, we financially and legally support relocation;
- 35 vacation days per year + sick leave;
- We work on our corporate culture: hang out in the restaurants and travel together (we've already visited San Francisco, LA, Barcelona, Sicily, Georgia, and others), we offer corporate mental and physical health programs;
- Paid top conferences participation 2-3 times per year;
- Lots of hardware: machines with 3090 and T4 for development and prototyping, cluster with V100 and A100 for training.
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@egormk
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@egormk
#hmns