Docker (nice to have)
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
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
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 via Workday, pressing the blue button at the top.
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If you have any questions regarding the offer and would like to contact us directly, please write to us at katarzyna.wisniewska roche.com