Candidate should be able to:
Design end to end java applications
Perform statistical analysis of results and refine models
Find and implement the right algorithms and tools for NLP tasks
Study and transform data science prototypes
Extend ML libraries and frameworks to apply in NLP tasks
Design Database to store NLP entities and relationship
Remain updated in the rapidly changing field of machine learning
write robust and testable code
Training and evaluating models
Use effective text representation techniques and classification algorithms
Designing and developing NLP applications for medical entity extraction and text mining
Candidate should have:

Experience with machine learning frameworks (like Keras or openly) and libraries (like sci-kit-learn)
Understanding of NLP techniques for text representation, semantic extraction techniques, data structures, and modeling
Familiarity with Ontology tools and ...