Analytics - Machine Learning / Big Data Analytics

Name of Post CAE-1
Specialization/ Domain C-DAC Adjunct Engineer - Analytics - Machine Learning / Big Data Analytics
No. of Requirements 4
Job Location Bengaluru
Desired Educational Qualification and specialization

B E/ B Tech/ ME / M Tech in Computer Science and Engineering / Information Science / Data Science / Information Quality or similar

Experience 8 - 10 years Relevant experience should be in Design & Implementation of Enterprise applications AI/BDA/ML/DL applications in one or more domains
Max Age 57 years at the time of the submission of application
Competence (one or more from the list)
  • Data mining, Text mining techniques, CRISP-DM
  • Machine Learning algorithms, Neural network based Deep Learning algorithms of various types
  • Exploratory Data analysis, Data pre-processing, feature engineering
  • ML/DL model building with big data sets and small training data sets, ML/DL prediction model tuning using boosting, stacking, ensemble techniques
  • Testing, monitoring performance and upgrading of AI/BDA/ML/DL applications
  • Graph data modeling using graph database tools, graph data analytics techniques
  • Data visualization techniques and presentation
  • Knowledge of techniques for Natural language processing (NLP), Speech processing and Image & Video processing
  • Applications building using BigData Analytics/ML/DL frameworks like Hadoop, Spark, Kafka, TensorFlow, Keras, ScikitLearn
  • Programming with APIs and Libraries of Python, R, Scala, Java, Javascript
  • Knowledge of tools and techniques for managing the ML/DL applications life cycle, Responsible AI best practices and techniques
Expectations
  • Analyze business requirements, explore and understand big data and define and scope data science requirements
  • Architecting solutions for complex systems; Data modeling and dependency analysis.
  • Be able to handle brownfield migration projects
  • Lead and guide teams across the Organization in full lifecycle processes implementation, (requirements specification, design, implementation, testing, deployment, and maintenance) of AI/ big data analytics/Machine Learning/Deep Learning applications
  • Monitor performance of AI/BDA/ML/DL applications and implement upgrades/releases
  • Present to top management prospects/achievements of Data analytics applications
  • Concurrently work on multiple data analytics applications
  • Deep domain and implementation experience in one or more areas like cyber security, healthcare, smart city
  • Excellent oral and written communication skills.
  • Knowledge and experience on technical publications and patent process.
Consolidated Pay Per Month As per the industry standards based on qualification, experience, expertise, role etc.
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Human Resource Department
Centre for Development of Advanced Computing (C-DAC)
Knowledge Park, Opp. HAL Aeroengine Division
Near NGEF, Old Madras Road, Byappanahalli
Bengaluru - 560 038