Data Scientist

Essential : B.E. / B.Tech/ M. Tech./M.Sc. in any stream

Experience- 4-7 Years

Responsibilities:

Data Solutions Architecture: Develop creative data-driven solutions for business challenges using Telematics/Time series data.

Collaborate with domain experts to gain automotive insights.

IoT Device Mastery: Understand the Telematics Control Unit (TCU) and the time-series data it generates.

Data Landscape Analysis: Evaluate data adequacy and establish a comprehensive understanding of the data landscape.

Data Preparation: Clean and prepare datasets for modeling. Engage in ETL processes and apply data transformation techniques such as resampling, filtering, and encoding. Exploratory Data Analysis: Conduct exploratory data analysis to derive insights. Present descriptive statistics and insights to domain experts. Identify meaningful patterns, detect seasonality and trends, and establish cause-and-effect relationships.

Feature Engineering: Design and select features, study feature importance, and decide on the machine learning strategy.

Model Development:



Select appropriate machine learning/deep learning models, set up data pipelines for model training, perform hyper-parameter tuning, validation, and testing. Apply ensemble modeling techniques if required.

Reporting & Visualization: Create comprehensive reports and visualize data using plots and heat maps.

Essential:

Machine Learning Expertise: Experience with machine learning algorithms (e.g., Generalized Linear Models, Boosting, Decision Trees, Neural Networks, SVM, Bayesian Methods, time series models).

Hands-on Experience: Proficiency in using machine learning models for regression, classification, and unsupervised learning algorithms.

Cloud Computing: Experience with cloud platforms such as AWS, Azure, or Google Cloud Platform.

Programming Skills: Strong programming skills in Python, with experience using libraries like pandas, numpy, matplotlib, and sklearn.

Data Visualization: Proficie

📌 Data Scientist (Bengaluru)
🏢 Maruti Suzuki
📍 Bengaluru