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Data Scientist - Energy / Utility / Power / Oil & Gas / Renewable Energy - PAN India

Data Scientist - Energy / Utility / Power / Oil & Gas / Renewable Energy - PAN India

Tata Consultancy ServicesKottayam, IN
19 hours ago
Job description

Experience :

Total Experience 13+ years and in field of Data Science 6+ years

Role :

Design, develop and deploy various Data Science Industrial Solutions using Python and Azure Technologies

Skills : Desired Skills :

  • Strong problem-solving skills with an emphasis on product development.
  • Leading the team of Engineering data scientists
  • Designing AI / ML solutions to solve business problems
  • Developed & Deployed Machine Learning, Deep Learning models for industrial problems having large data sets (Numerical, Categorical and Time Series Data)
  • Developed & Deployed Computer Vision and Deep Learning Models for industrial problems (Images, Videos)
  • Experienced in using Python in developing and deploying Statistical, Machine Learning or Deep Learning models, custom algorithms to solve various business problems to generate valuable insights
  • Experienced in Optimization techniques like Genetic Algorithms, Linear Programming, Quadratic Programming, PSO, etc.
  • Experience in data collection, exploratory data analytics, data cleansing, feature selection and model validation.
  • Knowledge in NLP and LLMs
  • Good Knowledge in Algorithms like Decision Trees, Clustering, Support Vectors, Artificial Neural Networks, LSTM, CNN, YOLO etc. and their real-world advantages and disadvantages
  • Knowledge and Experience in using any of the Visualization tools like Matplotlib, Power BI, Tableau, etc.
  • Development and deployment of AI / ML based algorithm in any one or more cloud environments such as Azure, AWS, Google
  • A drive to learn and master new technologies and techniques
  • Agile Way of Working
  • Experience in developing project proposals
  • Good communication skills to present work to different stakeholders

Good to Have :

  • Understanding of DCS and APC systems
  • Understanding P&ID Diagrams
  • Familiarity of Energy, Resources and Utility Domain
  • Experience with distributed data / computing tools : Spark, MySQL, etc.
  • Development and deployment of AI / ML based algorithm in any cloud environment such as Azure, AWS, Google
  • Experience in analysing data from 3rd party tools.
  • Experience working with and creating data architectures.
  • Knowledge and Experience in Process Control, Optimization
  • Published paper on solved problems using Engineering analytics
  • Responsibilities :

  • Analyze the data acquired from various OT systems, applications and other data sources.
  • Developing own script to develop data science solutions
  • Identify the right technique to carry out the pre-processing & develop script for data preprocessing
  • Identify the parameters of interest using right algorithm
  • Identify right feature selection and develop script for feature extraction
  • Build, Validate & deploy models in the desired framework
  • Based on the problem, carry out exploration of various candidate ML algorithms and select the right fit algorithm
  • Continuous Learning of new algorithms and finding the applicable problems where it can be applied
  • Jointly publish the papers with customers
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    Data Scientist • Kottayam, IN

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