ML Engineer-Reputed IT Industry-Bangalore, Karnataka, India

2 days ago


Bengaluru, Karnataka, India Seven Consultancy Full time

JOB DETAILS


• Data Collection and Curation.

• Select appropriate annotated datasets for Supervised Learning methods.

• Use effective text representations to transform natural language into useful features.

• Find and implement the right algorithms and tools for NLP tasks.

• Develop ML/DL/NLP models according to requirements.

• Train the developed model and run evaluation experiments.

• Perform statistical analysis of results and refine models.

• Extend ML libraries and frameworks to apply in NLP tasks.

• Building recommendation engines to increase the personalization of content for the user.

• Testing and deployment of models on cloud services i.e. AWS/GCP etc.

• Act as a bridge between product and engineering team to translate product requirements into the technical solutions.

• Stay updated and use industry best practices and latest technology trends.

• Prototype ideas rapidly using cutting edge technologies, drive architecture discussions, and proposes solutions to system and product changes.

• Deep understanding of NLP techniques for text representation, semantic extraction techniques, data structures and language modelling.

• Experience with NLP libraries and technologies including Spacy, NLTK, Gensim, Stanford NLP etc.

• Proficiency with Python and basic libraries for machine learning such as Numpy, Scikit-learn and pandas.

• Exposure to DL Model optimisation and transfer learning technique.

• Experience of cloud environment AWS/GCP, Hadoop/Spark, SQL is a plus.

• Experience with technologies like Docker, Kubernetes, CI/CD, Git is a plus.

• Experience with ML Ops is a plus.
FUNCTIONAL AREA
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