Data Scientist with NLP
Warsaw/Bydgoszcz/Remote
We are currently looking for a Data Scientist specializing in Natural Language Processing.
Some of our recent NLP- related projects include:
- NLU capabilities for a voice assistant for a global technology company,
- An R&D project for determining conversation trajectories and spotting utterance clusters for a local start-up,
- An engine for checking the quality of user-generated text content on one of the largest Q&A platforms,
- An automated, NLP-enhanced grading system for an American University,
- A tool for analyzing trading forums for assessing stocks’ related sentiment and spotting signs of attempted fraud,
And many more…
The successful applicant will have:
NLP/NLU:
- Experience with deep learning algorithms applied to various areas of NLP/NLU,
- Familiarity with popular architectures such as: LSTMs, Bert, GPT, and a thorough understanding of Transformers,
- An understanding of language models and popular text embedding techniques,
- Hands-on experience in tackling some popular NLP tasks: text classification, question answering, intent recognition, named entity recognition, text summarization, etc.
- Working knowledge of NLP-related training procedures, validation techniques and datasets.
General ML:
- The ability to apply machine learning to real-life problems,
- Good knowledge of machine learning algorithms, model training, hyper parameter tuning,
- Working knowledge of deep learning models, loss functions, and performance measures
- Strong Python skills, hands-on proficiency in using machine learning tools: Scikit-Learn, NumPy, Pandas and PyTorch/TensorFlow/Keras,
- The ability to share your knowledge and willingness to learn continuously,
- Good working knowledge of English (>B2 level).
We also welcome experience in:
- computer vision,
- data visualization,
- building data processing pipelines, feature engineering and predictive models,
- using machine learning on big data.
We offer:
- The opportunity to learn from and work with seasoned developers with extensive professional experience,
- The opportunity to participate in Tech Talks (internal training sessions), conferences and workshops,
- Flexible working hours,
- An attractive benefits package (subsidized medical care, sports, frequent team-building events, fun room).
deepsense.ai helps companies discover the potential of their data and use it to build competitive advantage in the most effective way.
Our support covers all stages of the AI journey, from a feasibility study through to end‐to‐end AI solution development, deployment and maintenance. We follow methodology developed on the basis of research and commercial projects delivered for clients such as NTT, Nielsen, L’Oreal, Google and Intel.
