Data Scientist with NLP

Warsaw/Bydgoszcz/Remote

We are looking for an ambitious Data Scientist looking to pursue a career developing and applying state-of-the-art algorithms in solving real-life problems to join us in our Warsaw or Bydgoszcz office, or remotely.

At deepsense.ai you will have the opportunity to take part in multiple fast-paced projects in various sectors and apply all sorts of machine learning techniques and models. You will be involved in building data processing pipelines, validation procedures and assessment routines to build reliable and performant models. You will work with novel architectures and propose your own solutions to produce outstanding results.

You will be part of the team of the AI and machine learning experts with a track record of delivering complex projects empowered by predictive modelling, computer vision, NLP, and reinforcement learning.

Have a look at some of our success stories, read our blog, or see some recent news.

If you have a solid STEM or data analysis background and are eager to work on data driven projects, don’t hesitate to apply.

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.

Some of our benefits

Medical package
Multisport cards
Flexible working hours
Lunch provided
Onsite english lessons
Kitchens stocked with fruit and veggies twice a week
Theatre discount
Monthly integration budget
Company library
Funroom
deepschool - internal training sessions
Holiday celebration