Schneider Electric | Jobs | Senior Data Engineer | BigDataKB.com | 31-03-22

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Job Location: Bangalore/Bengaluru

 

 

  • Coordinate with business teams to monitor outcomes and refine/ improve the machine learning models
  • Work across the spectrum of statistical modelling including supervised, unsupervised, & deep learning techniques to apply the right level of solution to the right problem
  • Own the code review process to ensure stringent coding guidelines are met by other data scientists & data engineers
  • Lead data mining and collection procedures for all business use cases and guarantee data quality and integrity
  • Utilize Data visualization tools to deliver insights to stakeholders and present technical solutions to non-technical audience in a simple and clear manner
  • Build frameworks leveraging APIs to industrialize AI models across the organization
  • Adhere to stringent quality assurance and documentation standards using version control and code repositories (e.g., Git, GitHub, Markdown)

Requirements and Skills

  • You should have Bachelor s or Master s degree in Computer Science, Statistics or Mathematics, Informatics, Information Systems or another quantitative field
  • You should have 10+ years of experience in solving real life complex business problems using machine learning. Hands-on experience in deploying these machine learning solutions to production is mandatory.
  • In-depth understanding and modeling experience in supervised, unsupervised, reinforcement and deep learning models; hands-on knowledge of data wrangling, data cleaning/ preparation, dimensionality reduction is required
  • Knowledge of vector algebra, statistical and probabilistic modelling is highly desirable
  • Exploratory data analysis and hypothesis testing to identify ML opportunities is a plus
  • Experience in major machine learning frameworks such as Pytorch, Scikit-Learn, Tensorflow, Pandas, SparkML etc.
  • Fluency in programming skills such as Python, R, or other equivalent languages
  • Familiarity with databases like MySQL, Oracle, SQL Server, NoSQL, etc. is desirable
  • Experience working with Amazon SageMaker or Azure ML Studio for deployments is required
  • Experience in data visualization software such as Tableau, ELK, etc is a plus
  • Strong analytical and critical thinking skills. You should also have a business mindset, swift to identify risk situations and opportunities, and able to generate creative solutions to business problems
  • Effective communication skills (written and verbal) to properly articulate complicated statistical models/ reports to management and other IT development partners

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