Czech Republic Job Openings
JetBrains
Senior NLP Engineer at JetBrains AI (Writing Assistance)
Prague
September 11, 2024
At Jet Brains, code is our passion. Ever since we started, back in 2000, we have been striving to make the world’s most robust and effective developer tools. By automating routine checks and corrections, our tools speed up production, freeing developers to grow, discover, and create. We are working on an ambitious new platform that provides AI capabilities to all Jet Brains products. Our platform is based on in-house developed models for writing and coding assistance, as well as integration with our strategic partners. We are looking for a Senior ML Engineer who can contribute to the development of our writing assistance tools. You will be involved in crafting and fine-tuning compact and efficient language models to help users write better text, no matter what Jet Brains product they are using.
We value engineers who:
We value engineers who:
- Take their own initiative and make decisions independently, consulting with others if needed.
- Identify customer needs and prioritize their tasks accordingly.
- Implement the simplest possible solutions first, gradually adding complexity as needed.
- Can take sole responsibility for an entire subsystem.
- Have a passion for learning and a desire to stay up to date with the latest developments in the NLP field.
- Work with stakeholders to convert business requirements into technical specifications.
- Develop and enhance the natural language platform for tasks such as grammatical error correction, text completion, paraphrasing, summarization, and more.
- Improve data processing, training, and inference pipelines.
- Come up with ways to evaluate ML features in both offline and online setups.
- Collaborate closely with applied linguists and data engineers.
- Proven experience in the design and deployment of ML systems.
- A solid theoretical understanding of NLP and transformer-based methods.
- Proficiency in modern deep learning frameworks such as Py Torch, along with commonly used libraries for NLP.
- An enthusiastic interest in working with natural languages.
- Practical Python language skills.
- LLM inference frameworks such as v LLM, Deep Speed, and Tensor RT.
- MLOps tools and practices, including CI/CD for ML.
- K8s and Kubeflow.
- Kotlin and JVM.
- Git as our version control system.
- Python, Py Torch, and Hugging Face as our ML stack.
- Kubeflow and Weights & Biases for experiment tracking and reports.
- Team City as our CI automation system.
- Cloud computing infrastructure on AWS and GCP.
Team
Jet Brains AI Machine LearningLocations
Czech Republic (Prague)Germany (Munich, Berlin)
Netherlands (Amsterdam)
remote (Armenia, Cyprus, Serbia)
- Fascinating work in a friendly team.
- A flexible working schedule.
- 30 days of paid vacation (local regulations apply).
- An office library with specialized work-related books and magazines.
- A comfortable working environment, ergonomic workstations, a gym and leisure facilities, and a range of commuter benefits.
- Excellent opportunities for professional and personal development, including travel to professional conferences worldwide, access to the Linked In Learning platform, and more.
- Additional benefits include: lunch, free refreshments, and snacks provided in the office, and much more.
We regret to inform you that this job opportunity is no longer available as it has expired
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