Software Developer 3
Bengaluru, India
9d ago
Software Developer 3-19000DKY

Preferred Qualifications

ML/NLP(Natural Language Processing) engineer would design and develop NL applications using effective text representation techniques and classification algorithms. This would also include training and evaluating NLP models.As a member of software engineering division, you will assist in creating new features based on NLP. You will be tasked to transfrom natural language data into useful features using NLP techniques to feed classification algorithms. To meet this responsibility, you should possess outstanding skills in statistical analysis, machine learning methods and text represenation techniques. Your ultimate goal is to develop very efficient self learning NLP applications.Duties and tasks : * Identify and implement appropriate text algorithms and tools for NLP tasks * Create NLP features according to business requirements * Train the developed model and run evaluation experiments * Perform statistical analysis of results and refine models * Use ML libraries and frameworks to apply in NLP tasksRequirements: * Understanding of NLP techniques for text representation, semantic extraction techniques,text summarization, question and answering, information retrieval, knowledge extraction, data structures and modeling * Solid ML/NLP experience of 2-5 years in Java and Python . * Deep understanding of text representation techniques like n-grams, bag of words, sentiment analysis * Analyze and model structured data using advanced stastical methods and implement algorithms

Detailed Description and Job Requirements

Design, develop, troubleshoot and debug software programs for databases, applications, tools, networks etc.

As a member of the software engineering division, you will assist in defining and developing software for tasks associated with the developing, debugging or designing of software applications or operating systems. Provide technical leadership to other software developers. Specify, design and implement modest changes to existing software architecture to meet changing needs.

Duties and tasks are varied and complex needing independent judgment. Fully competent in own area of expertise. May have project lead role and or supervise lower level personnel. BS or MS degree or equivalent experience relevant to functional area. 4 years of software engineering or related experience.


:Product Development
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