Machine Learning Application Developer

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• Project Role :Application Developer
• Project Role Description :Design, build and configure applications to meet business process and application requirements.
• Management Level :8
• Work Experience :8-10 years
• Work location :Mumbai
• Must Have Skills :Machine Learning
• Good To Have Skills :No Technology Specialization
• Job Requirements :
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  • Key Responsibilities : Analyzing use cases to identify opportunities to apply ML to make appropriate predictions such as regression,classification,recommendation Work with stakeholders,Devs n TLs to design new ML n Predictive based solutions/assets/platform n define actionable insights in agile env Coordinate data preparation with Data Engineer,specifying features to generate as needed Perform extensive research on ML n Deeplearning tech n Evaluate new AI Prod Arch n provide guidance to team for conducting proof
    
  • Technical Experience : Exp with ML models like Regression, clustering, Gradient Boosting,Bayesian Methods,Random ForestsSVM, Markov Models,Collaborative filtering, deep learning including FF Nets,LSTM,CNN n model performance evaluation n tuning full time design n algo exp in ML n NLP tech, ability to develop n interpret algo n models n knowledge in prog n ML lang like Java,Scala,Python,R Interpret data,analyze patterns, results using stat tech by creating data dashboards, graphs n visualizations n develop report
    
  • Professional Attributes : Excellent analytical,tech,comm,inter-personal n presentation skills,passion for research with ability to learn fast,Excellent exp in interaction n handling of clients, For ML-relevant use cases,analyze data,define features as needed,select n train the ML models,assess their perf,tune the models
    
  • Educational Qualification : Grad/ PG B Stat/M Stat/ B Tech/B E/PG/Diploma in Data Science from premier institute preferred
    
  • Additional Information : Design n dev exp in databases like Oracle,No SQL databases, Proficient with APIs n web based tech

15 years of full time education