AI/NLP Engineer

AI/ 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

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. Ability 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 Ability to write robust and testable code Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn) Strong communication skills An analytical mind with problem-solving abilities Degree in Computer Science, Mathematics, Computational Linguistics or similar field.