Data Scientist - Gurgaon, India - Maruti Suzuki India Ltd
Description
Data Scientist Responsibilities:
Architect a data based solution for the business problem presented. Develop contextual automotive domain knowledge around the problem. Collaborate with the domain knowledge expert if required.
Understand the IoT device (Telematics Control Unit) of the vehicle. Develop understanding of Time-Series Data originating from TCU.
Understand the data landscape, establish the data adequacy beforehand
Exploratory data and get insights. Present the descriptive stats and insights to the domain experts. Find meaningful patterns in data, detect seasonality and trend, establish cause and effect relationships in data. Develop & Test hypothesis in collaboration with the domain experts.
Reporting & Visualization:
Comprehension of reports, visualization of data in the form of plots. Creating Heat Maps using Google Maps API - Mentoring juniors in data science
Technical Skills / Experience
Essential:
Must have minimum of 3 years of industry experience in developing data science models.
Experience using machine learning algorithms (e.g. Generalized Linear Models, Boosting, Decision Trees, Neural Networks, SVM, Bayesian Methods, time series models, etc.)
Hands-on experience in using machine learning models for regression and classification problems.
Hands on experience in unsupervised machine learning algorithms. Working knowledge of clustering techniques such has, centroid based clustering.
Working experience with Cloud Computing Platforms such as AWS / IBM - Strong programming skills in python is a must.
At least 3 years of industry experience in one or more full-time Data Science/ML roles
Data Visualization techniques. Knowledge of visualization tools
Desirable:
Experience in Spark or other distributed computing frameworks.
Understanding of AWS Sagemaker / Google AutoML / IBM AutoAI
Experience in time-series/IoT data analytics e.g.
data streaming from vehicle on-board IoT device data in time-series format that may comprise of GPS data, on-board sensors of the vehicle powertrain, body and chassis systems.
Exposure to automotive systems, automobile basics, Controller Area Network protocol (CAN protocol) etc. Experience working with remote team membersData Visualization tools such as Tableau, PowerBI etc.
Working experience with Google Maps API
Behavioral:
Excellent interpersonal skills
Essential:
B.E / B.Tech/ M. Tech. with 4-7 years of experience in Data Science
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