AI/NLP Engineer

Job Title : I/ NLP Engineer
Location : Remote, Anywhere in India
Duration : Long Term

It's a part time role - 10 to 12 hours per week

With extensive domain knowledge, BigRio has teams of data architects, data engineers, software engineers, web developers, and consultants who deliver best-in-class solutions across a variety of verticals. Our diverse industry exposure equips us with invaluable tools, tricks, and techniques to
tackle complex software and data challenges

About you: We are seeking an AI/ NLP Engineer with experience in extracting data from various
Clinical Reports, Lab Reports, Radiology Reports. Ideal candidates should have a deep understanding of EMR/ EHR application along with patient related data.
• Designing and developing NLP applications
• Using effective text representation techniques and classification algorithms
• NLP Engineer responsibilities include transforming natural language data into useful features using.
• NLP techniques to feed classification algorithms. To succeed in this role, you should possess outstanding skills in statistical analysis, machine learning methods and text representation techniques.

Responsibilities
• Study and transform data science prototypes
• Design NLP applications
• Select appropriate annotated datasets for Supervised Learning methods
• Use effective text representations to transform natural language into useful features
• Find and implement the right algorithms and tools for NLP tasks.
• Experience developing NLP algorithms using BERT and transformers.
• Develop NLP systems according to requirements
• Train the developed model and run evaluation experiments
• Perform statistical analysis of results and refine models
• Extend Client libraries and frameworks to apply in NLP tasks
• Remain updated in the rapidly changing field of Machine Learning

Requirements and skills
Education:
• Must have PhD degree from recognized University
• Proven experience as an NLP Engineer or similar role
• Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modelling
• Someone who has worked with patient related data. Experience in extracting data for PDF, Images of radiology reports/ clinical reports/ Lab reports.
• bility to effectively design software architecture
• Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms
• Knowledge of Python, Java and R
• bility to write robust and testable code
• Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)
• Strong communication skills
• n analytical mind with problem-solving abilities
• Degree in Computer Science, Mathematics, Computational Linguistics or similar field.