Senior IT Professional - NLP
Roche
Timișoara, Romania
4 zile în urmă
source : Just Join IT

Docker (nice to have)

ML (advanced)

Architecture (advanced)

Deep Learning (advanced)

Senior IT Professional - Natural Language Processing

We do #Code4lLife creating innovative software that helps doctors, patients, and scientists around the world.

A person who has :

  • Understanding of basic concepts from area of Text Mining, NLP
  • Experience with modern deep learning architectures for NLP (encoder-decoder, transformers, attention), including :
  • hands-on experience with using Huggingface Transformers, SBert, GPT-2 / GPT-3 (one of)
  • capability to build ML / DL pipeline for training / tuning model
  • At least 3 years of experience with our typical NLP tools used in daily work :
  • scikit learn, numpy, pandas
  • pytorch or tensorflow
  • spaCy, NLTK
  • 3+ years of general experience in NLP / AI software engineering, especially
  • proficiency with Python
  • experience with Git
  • CI / CD tools is nice to have
  • understanding of software testing (unit tests)
  • bash / shell scripting
  • experience with Docker, API development
  • experience with cloud platforms (preferred AWS) and ready to use tools (SageMaker)
  • Ability to deliver fully working products (deployment activities) :
  • General understanding of SCRUM and its principles (PSM I or PSD certificate is nice to have)
  • EXAMPLE PROJECTS ACTIVITIES YOU MAY WORK ON

  • Designing and developing pipelines for solving NLP tasks (predictions, clustering, deviations detection) for generating insights and extracting knowledge from millions of internal documents.
  • Implementing fully working AI / NLP powered applications for supporting our colleagues from all the departments, for instance : pharma, molecules development, clinical trials, sales, marketing, people & culture or IT.
  • Building toolset and re-usable components for our future projects and ideas.
  • WHAT WE APPRECIATE

  • Ability to learn new technologies (we can teach you them as well!)
  • Analytical mindset and critical thinking
  • Good communication skills
  • Openness for knowledge sharing
  • WHAT YOU GET

  • Salary range 13 000 - 17 500 PLN gross
  • Annual bonus payment based on your performance
  • Emphasis on continuous personal and professional self-development supported by dedicated training budget (training, certifications, conferences, diversified career paths etc.)
  • Experienced and professional colleagues and workplace that supports innovation and new ideas
  • Highly flexible working hours (starting your day at 7-11) and workplace according to employee’s needs and preferences* (regular office / home office)
  • A chance to work on solutions which can improve patients’ lives
  • ADDITIONAL BENEFITS

  • Relocation package
  • Private healthcare and insurance
  • Health, well-being and sport promotion
  • Support for parents and families
  • Stock share purchase additions
  • Yearly sales of company laptops and cars
  • Additional vacation time for long-term employees and more
  • APPLY DIRECTLY

    Apply directly via Workday, pressing the blue button at the top.

    If you feel this offer suits a friend of yours, we’ll appreciate you letting them know! Simply copy and share the link from the browser.

    If you have any questions regarding the offer and would like to contact us directly, please write to us at katarzyna.wisniewska roche.com

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