Description

Job Description:

  • Designing and developing NLP applications for medical entity extraction and text mining
  • Design Database to store NLP entities and relationship
  • Using effective text representation techniques and classification algorithms
  • Training and evaluating models
  • Design end to end java applications
  • Find and implement the right algorithms and tools for NLP tasks
  • Perform statistical analysis of results and refine models
  • Extend ML libraries and frameworks to apply in NLP tasks
  • Remain updated in the rapidly changing field of machine learning

Requirements

  • Clinical NLP experience (cTakes, UIMA)
  • Strong Java development experience
  • Deep understanding of health care domain
  • Familiarity with Ontology tools and technologies
  • Proven experience as an NLP Engineer or similar role/Track record in NLP/NLU and related technologies
  • Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling
  • Ability to effectively design software architecture
  • Knowledge of Python, SQL
  • Ability to write robust and testable code
  • Experience with machine learning frameworks (like Keras, BERT or opennlp) and libraries (like scikit-learn)
  • An analytical mind with problem-solving abilities

Key Skills:

NLP, Java, SQL, Ctakes, UIMA, Healthcare

Education

Any Gradute