Seven Consultancy (HR Solution) | Jobs | Junior ML Engineer | BigDataKB.com | 29-03-22

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Job Location: Chennai

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.

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