Sr Machine Learning Engineer (Lead)

Company: Advantis Global
Location: Austin, Texas, United States
Type: Full-time
Posted: 03.JUN.2021
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Summary

About This Opportunity Advantis Global is looking for a Sr. Machine Learning Engineer to join our top tech clients organization to assist w...

Description

About This Opportunity

Advantis Global is looking for a Sr. Machine Learning Engineer to join our top tech clients organization to assist with Natural Language Processing solutions.

Key Success Factors

  • 8+ years of experience in data science or data engineering with a strong background in implementing natural language processing and machine learning solutions. 2+ years as a tech/team lead.
    • Very senior - super experienced but flexible
    • You will be working with US and India team
    • You will be leading 2-3 team members
  • Have strong experience building natural language processing (NLP) based systems, specifically in areas such as relation extraction, summarization, document classification, and knowledge based generation.
    • NLP-extraction and summarization
    • English
    • Multilingual models
      • Chinese and Japanese models
  • You are fluent in building models with Python and state-of-the-art machine learning libraries (Tensorflow, Keras and Pytorch)
    • can leverage relational and NoSQL databases, search platforms and file systems (eg Mongo, Cassandra, Solr, HDFS, S3, etc) to feed data into the models including pagination and large data sets that does not fit into the memory directly, and writes efficient scalable production ready code.
      • data is coming to them in kafka or data store- familiar in extracting large amounts of data - bring in a bulk amount of data and extract info
      • read Hadoop process in spark- interating and no dev
  • Have experience with machine learning tools and libraries such as 3-4
    • NumPy, Gensim, SpaCy, NLTK, Scikit-learn, Keras etc
  • Experience in transforming a model from research to production and ability to fine-tune model performance in a production setting using adaptive/incremental machine learning techniques
Pluses-
  • Experience with CRM datasets is a plus
    • - customer relation sets- call center- data sets

 
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