Machine Learning Architect

2 days ago


Delhi, Delhi, India Railofy Full time
Railofy

About the Team & Role:

We are a young team of technologists at Railofy who have made significant breakthroughs in using Machine Learning to solve major problems for Indian Railway passengers.

Key Responsibilities:

  • Build expertise in the domain and manage resources to meet deadlines
  • Explore, visualize, and identify differences in data distribution to affect model performance in the real world
  • Verify data quality and ensure it via cleaning
  • Supervise data acquisition if more data is needed
  • Define validation strategies and preprocessing techniques for datasets
  • Develop data augmentation pipelines and train models with hyperparameter tuning
  • Deploy models to production and monitor systems

Requirements:

  • Proficiency with Python and machine learning libraries such as scikit-learn, pandas, numPy, matplotlib, seaborn, and keras/tensorflow
  • Proficiency with PostgreSQL, ElasticSearch, Kibana, Redis, and Big Data technologies
  • Cloud computing on AWS using services like EC2, S3, ECS, Lambda, and RDS
  • Visualizing and manipulating big datasets
  • Selecting hardware for ML models with required latency at scale
  • Computer Science or IT Engineering background with solid understanding of basics of Data Structures and Algorithms
  • 5-10 years of data science experience
  • Coding as a hobby, striving for clean and structured code with time and space complexities in mind

Estimated Salary: $175,000 per year based on industry standards for a senior-level data scientist position in Mumbai.



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