NLP Scientist

AutonomIQ
Full time
Other
United States
Hiring from: Anywhere
Company Description

AutonomIQ is a cloud platform that enables product and IT teams to autonomously test, release and deploy software, thereby increasing velocity of software releases without compromising quality. With pre-built integrations to common web applications and SaaS providers, customers can instantly create test cases, generate test scripts and test data, and execute tests. Using deep-learning and AI algorithms, AutonomIQ detects changes, enables self-healing for test assets and provides advanced diagnostics. In real world situations, AutonomIQ has been shown to provide over ~50% improvement in speed and quality compared to existing tools and techniques. 


 

Job Description

Responsibilities:



  • Develop Algorithms in NLP Systems for Intent, Entity detections and contextual understanding

  • Work on solving real world scenarios for user commands and requests, and build scalable systems that solve their problems

  • Think creatively to identify new opportunities and contribute to high quality publications or patents.

  • Work in a highly collaborative environment with teams to deliver systems from prototyping to production level.


Must have;



  • 5+years of hands-on experience in modern NLP Neural Networks e.g. Transformer Models like BERT, RoBERTa, etc to build Intent classification, Named Entity Recognition (NER) and Q&A systems, for both training and inference.

  • Exposure to either PyTorch or TensorFlow Deep learning tools and exporting models for inference is preferred.

  • Knowledge of building a robust validation framework for small-sized datasets is a hard requirement.


 

Qualifications

BE / BTech - Premier Institutes Only


 

Additional Information

Flexible Working Hours
Product Start Up Culture
Remote Work


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