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Job Location: Mumbai (All Areas)( Chakala )
We are looking for NLP (Natural Language Processing) Engineer.
Job Requirements:
- Lead NLP Engineer is a leading role in creating NLP backbone for Datamatics products and building an AI/ML team.
- Hands-on experience in building and deploying NER(Name Entity Recognition) models that can be applied to multiple products and thereby set the vision for the entire team about using state-of-the-art NLP on large and variety of datasets.
- Collaborate with the other team members to build high-performance NER models for Datamatics Lead Generation business such as person name, company name, industry name mapping, address, Phone number etc
- As a core part of the product team, this role will help in making decisions around the architectures and systems to use for our ML technology to have best-in-class accuracy at real-time speeds
- Thorough understanding of NLP techniques for text representation, semantic extraction techniques, data structures, and modelling
- Design and set up processes for gathering, cleaning and annotating data required for model building
- Keep pace with new exciting developments in the field in industry and academia alike and to adopt interesting approaches to solve problems relevant to business
- Understand, improve and support the existing ML models.
- 3+ years of experience implementing machine learning related techniques using Python
- 2+ years of experience in building and deploying production grade NLP models
- 2+ years of experience using machine learning or other NLP techniques, including but not limited to Deep Learning
- Familiarity with Deep Learning and machine learning frameworks such as SparkNLP, TensorFlow, PyTorch etc.
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