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Principal Data Scientist, Machine Learning Developer

4.00 to 7.00 Years   Bangalore   29 Apr, 2019
Dell
Job LocationBangalore
EducationNot Mentioned
SalaryNot Disclosed
IndustryIT - Software
Functional AreaDBA / Datawarehousing
EmploymentTypeFull-time

Job Description

OMS is innovating rapidly in the areas of automation and cognitive technologies. We are currently looking for a suitable candidate to be part of an innovative and ambitious team with

  • Identify and propose new use cases
  • Break those use cases down into discrete MVPs (minimal viable product)
  • Work in code notebooks
  • Build & validate models
  • Deploy models via APIs into applications or workflows
  • Monitor & retrain models
  • Visualize the output of their data story in a way that is consumable by all
  • Create Machine Learning pipelines and train models.
Essential Requirements
  • -4 years of professional experience in Machine Learning/AI and statistics.
  • Outstanding expertise and hands-on experience on machine learning, text analysis, data mining, and NLP.
  • Experience of incorporating ML & AI concepts into product/service solutions with a focus on deep learning.
  • Solid experience in using Python numerical and scientific libraries like numPy and sciPy.
  • Experience of developing in Jupyter notebooks
  • 1+ year of experience working with Machine Learning pipeline - data ingestion, feature engineering, modeling including ensemble methods, predicting, explaining, deploying and diagnosing ML models.
Desirable Requirements
  • Experience with deep learning frameworks such as Keras, Tensorflow will be a big plus.
  • Experience with Curating Big Data Sets.
  • Familiarity with open source big data solutions, such as Apache Hadoop, Spark, and Kafka.
  • Experience working on textual datasets.
  • Experience in sharing data science/machine learning experiment results with both technical and business oriented people.
  • Innovative mindset and an ability to take calculated risks with a fall back plan in the back pocket.
  • MS/PhD holder in CS or related fields with 1-4 years of professional experience in Machine Learning/AI and statistics.
,

Keyskills :
DataScientistMachineLearningApacheHadoopKafkadataminingparkKerasTensflow

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