Siemens | Hiring | AI ML Engineer | Bengaluru | Bharat | BigDataKB.com | 10 Oct 2022

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Job Location: Bengaluru

What part willyou play?

  • Analyzethe applicability of learning algorithms to address customer use-cases.
  • Conductexploratory analysis and ensure data adequacy.
  • Utilizevarious visualization tools to convey analysis and prediction results tostakeholders.
  • DesignML based solutions and train, test and deploy the models into production.
  • Ensurethat the delivery conforms to organization and project quality requirements.
  • Reviewthe performance of deployed models and make necessary modifications wherever required.

Use your skills to move the world forward!

Qualifications:

  • Bachelor sor master s degree in Statistics, Mathematics, Computer Science, or any other quantitative field
  • 2-3years of relevant experience in machine learning.

Essential Skills:

  • Proficiencyin Python.
  • Strongworking knowledge of Numpy, Pandas and Matplotlib.
  • Willingnessto learn the problem domain and acquire required technical skills on the go.
  • Abilityto execute a complete AI solution workflow from problem definition to usable implementation.
  • Skillsin Exploratory analysis and in presenting insights and stats to thestakeholders.
  • Abilityto identify right visualization to communicate data insights.
  • Appliedstatistics, Ability to use statistical techniques to derive value from data.
  • Experiencein ETL with different data types (timeseries, images etc.) and data sources.
  • Experiencein querying databases and in using SQL.
  • Conceptualunderstanding of Machine Learning and Deep Learning algorithms.
  • Abilityto translate output from the algorithms to the respective domains.
  • Practicalexperience in developing end-to-end Machine Learning workflows. Including Data
  • Preparation,Feature Engineering, Exploratory analysis, Selection of right learningalgorithm,
  • hyper-parametertuning, validation, test, and model management.
  • Experiencein computer vision and Natural Language Processing areas.

Preferred Skills:

  • Familiaritywith BI tools
  • Experiencein Design and implementation of robust end-to-end modern Data pipeline.
  • Experiencewith cloud computing platforms (Azure/AWS).
  • Experiencewith Web Frameworks (Flask, FastAPI, Django).
  • Basicunderstanding of power and energy domain.




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