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 prototypesDesign NLP applicationsSelect appropriate annotated datasets for Supervised Learning methodsUse effective text representations to transform natural language into useful featuresFind and implement the right algorithms and tools for NLP tasks.Experience developing NLP algorithms using BERT and transformers.Develop NLP systems according to requirementsTrain the developed model and run evaluation experimentsPerform statistical analysis of results and refine modelsExtend Client libraries and frameworks to apply in NLP tasksRemain updated in the rapidly changing field of Machine LearningRequirements and skills
Education :
Must have PhD degree from recognized UniversityProven experience as an NLP Engineer or similar roleUnderstanding of NLP techniques for text representation, semantic extraction techniques, data structures and modellingSomeone 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 architectureDeep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithmsKnowledge of Python, Java and Rbility to write robust and testable codeExperience with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)Strong communication skillsn analytical mind with problem-solving abilitiesDegree in Computer Science, Mathematics, Computational Linguistics or similar field.
