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Data Scientist
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Job Title Data ScientistJob Location GurgaonEducational QualificationB E B Tech with Minimum 60 marksBSC Mathematics Data scienceExperience 4-7 YearsResponsibilities xe2 x88 x92 Design data-driven solutions to address business challenges xe2 x88 x92 Acquire specialized knowledge in the automotive domain relevant to the problem at hand seeking expertise from domain specialists as needed xe2 x88 x92 Gain proficiency in the vehicles IoT device specifically the Telematics Control Unit xe2 x88 x92 Develop a comprehensive understanding of Time-Series Data xe2 x88 x92 Clean prepare and manage datasets for modelling engaging in the ETL process when necessary xe2 x88 x92 Conduct data exploration to extract insights present findings to domain experts identify patterns seasonality trends and causality and collaborate with domain experts to formulate and test hypotheses xe2 x88 x92 Devise and refine features evaluate their significance and determine the machine learning strategy xe2 x88 x92 Engage in data modelling select suitable machine learning or deep learning algorithms establish data pipelines for training perform hyper-parameter optimization and conduct validation and testing Implement ensemble techniques if beneficial xe2 x88 x92 Interpret and visualize data through reports and graphical plots xe2 x88 x92 Provide guidance and mentorship to junior data science professionals Technical Skills ExperienceEssential Qualifications xc2 xb7 A minimum of 4 years of industry experience in data science xc2 xb7 Proficiency in Python programming with experience in pandas NumPy matplotlib and sklearn libraries xc2 xb7 Competence in statistical analysis including descriptive inferential statistics and hypothesis testing xc2 xb7 Practical experience in mathematical modelling and a variety of machine learning techniques such as o Generalized Linear Models GLM Boosting Algorithms Decision Trees Neural Networks Support Vector Machines SVM and Bayesian Methods o Econometric analysis o Deep Learning models including Recurrent Neural Networks RNNs Long Short-Term Memory networks LSTM and Gated Recurrent Units GRUs o Unsupervised learning algorithms and image classification using computer vision xc2 xb7 Proven track record of successful model deployment Desirable Qualifications xc2 xb7 Experience with accident simulation tools such as PC crash or OPENPass xc2 xb7 Familiarity with time-series and IoT data analytics xc2 xb7 Familiarity with LLMs xc2 xb7 Knowledge of automotive systems vehicle fundamentals and Controller Area Network CAN protocol
