Wednesday, June 26, 2024

Research Engineer I – Manufacturing & Optimisation At OLA

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Job Summary

  • Data Scientist is expected to develop products for Manufacturing based problem statements using state of the art Machine Learning, Deep Learning, Statistics and Linear Algebra.
  • Key Result Areas (Accountability & Responsibility of the role)
  • Perform research and development on Machine Learning specifically in the areas of Manufacturing and Supply Chain Management
  • Read and keep up with the research in Statistics, Machine Learning, Deep Learning
  • Understand and implement research papers to the business problem and build the technology
  • Contribute to applied research and open source community

Key Skills Required

Minimum Qualifications

  • Bachelor’s / Master’s in Computer Science, Operations Research-optimizations, Applied Mathematics/Statistics/Econometrics, or similarly highly quantitative field
  • 2-4 years of industrial experience in manufacturing, supply chain sector modeling, and analysis. Manufacturing and Supply chain management background is a must
  • Hands-on experience in classical machine learning algorithms, statistics. Deep learning knowledge would be a plus
  • Selecting features, building and optimizing classifiers/regressors, etc. using machine learning & deep learning techniques
  • Help enhance data collection procedures to include information that is relevant for building analytical systems
  • Strong problem solving and abstract thinking skills
  • Experience with common data science toolkits, such as NumPy, Pandas, StatModel, Scikit learn, SciPy, NLTK, Spacy, Gensim, OpenCV, etc.
  • Experience with common data science frameworks such as Tensorflow, Keras, PyTorch, XGBoast, H2O, etc.
  • Extensive experience using R, Matlab, or similar open-source statistical software e.g., sci-kit-learn, Weka, etc. building production-quality models
  • machine learning and data modeling applications
  • Strong communication and data presentation skills
  • Well developed ability to transform business requirements into fundamental data science framework, and then implement the results in efficient, scalable software

Preferred Qualifications

  • 2+ years of industry experience in machine learning modeling and analysis, predictive software development
  • Experience handling gigabyte and terabyte size datasets
  • Experience working with manufacturing and supply chain companies.
  • Experience working with distributed systems and grid computing
  • Publications or presentation in recognized Machine Learning and Data Mining journals/conferences Software/Tools/System Exposure
  • 2+ years of experience in Manufacturing and Supply chain
  • 2+ years of experience developing Machine learning Models

Location: Bengaluru

Company: OLA

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