Junior NLP Engineer | Czech Republic
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JuniorFull-time
#443986·Dodano wczoraj·3
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Tech Stack / Keywords
NLPNatural language processingPythonMachine LearningMachine learningREST APIFastAPI
Firma i stanowisko
Deloitte offers projects in the field of Natural Language Processing with focus on transformer-based models and healthcare NLP solutions.
Wymagania
- Initial hands-on experience with Python and NLP or machine learning projects
- Familiarity with transformer-based models and libraries such as Hugging Face Transformers
- Understanding of model fine-tuning, evaluation, and validation approaches
- Basic knowledge of data preparation and machine learning pipelines
- Familiarity with REST APIs, FastAPI, containerization or deployment concepts
- Interest in information extraction, Named Entity Recognition, and document processing
- Structured and analytical problem-solving approach
- Willingness to learn, experiment, and develop technical skills
- Ability to collaborate effectively within a technical team
Nice to have:
- Experience with healthcare NLP, entity extraction or document-processing solutions
Obowiązki
- Fine-tuning transformer-based models for classification and extraction tasks
- Evaluating model performance and supporting model improvements
- Building and maintaining data preparation and model training pipelines
- Contributing to the development of the model serving layer
- Developing and maintaining FastAPI endpoints
- Supporting containerization and deployment activities
- Working on information extraction and Named Entity Recognition solutions
- Contributing to document-processing and healthcare NLP use cases
- Collaborating with other team members throughout the development lifecycle
- Documenting work and sharing technical knowledge within the team
Benefity
- Opportunity to work with modern NLP and transformer-based technologies
- Practical experience across the full machine learning lifecycle including data preparation, model training, serving, and deployment
- Exposure to real-world information extraction and document-processing use cases
- Opportunities to develop skills in NLP, machine learning engineering, and software development
- Collaboration with experienced colleagues in a supportive technical environment
- Participation in projects with the chance to gradually take on broader responsibilities
Deloitte
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