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Sr Machine Learning Consultant

8.00 to 13.00 Years   Bangalore   22 Dec, 2020
Job LocationBangalore
EducationNot Mentioned
SalaryRs 12 - 24 Lakh/Yr
IndustryIT - Software
Functional AreaERP / CRM
EmploymentTypeFull-time

Job Description

Role: Sr Machine Learning ConsultantJob Type: Full TimeLocation: BangaloreKey Responsibilities:

  • Develop robust machine learning models.
  • Mentor the machine learning team; ideate and design solutions as teamwork.
  • Extract huge volumes of data from multiple internal and external sources.
  • Develop data pipelines and infrastructure to scale and automate the analyses that enable rapid product iteration.
  • Develop strategies for maintaining QA for the machine learning models.
  • Maintain team s best research and engineering practice.
  • Work closely with Data Analysts, Software Engineers, and Project managers to deliver insights and impactful solutions for the company.
  • Devise data mining process and System architecture.
  • Being up to date with the state-of-the-art (deep learning) methods in text and image processing.
  • Explore and examine data from a variety of angles to determine hidden weaknesses, trends, and/or opportunities.
  • Employ sophisticated analytics programs, machine learning, and statistical methods to prepare data for use in predictive & prescriptive modeling.
  • Basic Qualifications:
  • Minimum Master s degree in data science field, e.g. Math, Physics, and Computer Science.
  • 2+ years of experience working in deep learning frameworks (TensorFlow, Pytorch, MxNet)
  • 4+ years of experience and highly proficient in developing python applications
  • Highly proficient in data mining package, Pandas
  • 2+ years of ML experience working on text and image data
  • 1+ years of experience in image processing
  • Strong understanding of machine learning models: Random Forest, SVM, etc.
  • Strong understanding of AI methods: Dijkstras algorithm, Greedy search, etc.
  • Good understanding of recent deep learning architectures: Resnet, Transformer, etc.
  • 4+ years of experience in analytical modeling to solve business problems.
  • Strong problem - solving skills with good analytical approach and logical thinking.
  • Good communication skills.
Preferred Qualifications:
  • Should have experience in ML projects in the EAM domain. Especially around master data
  • Developed open source ML projects in GitHub/Gitlab
  • Developed ML projects incorporating model interpretability/explainability
  • Have publication in machine learning field in an indexed journal/conference
  • Experience with pipelining/orchestration tools e.g. Luigi, Celery etc.
  • Have applied active learning methods to improve ML models based on user feedback.
  • Experience with any Cloud Platform is a plus.

Keyskills :
cloudmaster dataproject managerssystem architecturebasiceamcommercial modelsdesignsvmdata sciencedata miningimage processingmachine learningactive learningopen sourcedeep learningsoftware engineersminingpython

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