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Director at Mirus Solutions
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Data Scientist - IT (3-8 yrs)
Responsibilities:
- Design and develop NLP applications according to requirements shared by stakeholders.
- Should be able to benchmark the NLP frameworks and build niche solutions.
- Identify new opportunities to apply machine learning to different parts of the product.
- Should be familiar about deep learning for NLP.
- Should be convergent on the transfer learning applications.
- Identify and implement the right algorithms and tools for NLP tasks.
- Extend ML libraries and frameworks to apply in NLP tasks.
- Use effective text representation techniques to develop useful features.
- Support for Integrations of the solutions into the product
Skills Required:
- Key Skills - NLP, NLG, ML, DL, Python, Flask, Microservices, Ontology, Kafka, SPARQL, Jinja, NLTK, Spacy, Google NLP, Stanford SU Time, PyTorch, Keras.
- 5 to 7 + years of experience as a Python developer.
- 4 to 6 years of experience as NLP Engineer or similar role.
- 3 to 5 years of experience in the application of machine learning and deep learning for NLP products or projects.
- 1 to 2 years of experience in GLUE, Hugging Face, BERT, RASA NLU etc.
- Should have a master's degree in any stream (MS/MTech/ME).
- Deep understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modelling.
- Experience in conducting research and conversion of underlying research methodologies into software solutions.
- Strong experience in creation, management and consumption of REST APIs leveraging Swagger, Postman, API Gateways etc.
- Ability to effectively design software architecture
- Strong knowledge in data modelling, querying, performance tuning of any big-data stores (MongoDB, Elasticsearch, Redis et;) and /or any RDBMS (Oracle, PostgreSQL, MySQL etc;).
- Knowledge in Machine Learning, Deep Learning, NLG, NLP tools and frameworks.
- Knowledge in python libraries like Pandas, Numpy, Scikit, TensorFlow, Keras, NLTK, Spacy.
This job opening was posted long time back. It may not be active. Nor was it removed by the recruiter. Please use your discretion.
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