Senior Data Scientist

2 weeks ago

Bengaluru, India Colan Infotech Full time

Job Description - Develop, optimize, and deploy time series models such as ARIMA/SARIMA and Prophet for forecasting and trend analysis. - Apply advanced machine learning algorithms including Linear Regression, Logistic Regression, Decision Trees, Random Forest, and XGBoost to solve diverse business challenges. - Design, train, and deploy deep learning models like Artificial Neural Networks (ANNs), Convolutional Neural Networks (CNNs), and Recurrent Neural Networks (RNNs) for advanced predictive analytics. - Leverage strong statistical knowledge to analyze data, perform hypothesis testing, and derive actionable insights. - Collaborate with cross-functional teams to understand business objectives and deliver data-driven solutions. - Communicate complex technical results effectively to stakeholders through reports, dashboards, and presentations. Qualifications And Skills - Proven experience with time series modeling, including hands-on expertise in ARIMA/SARIMA and Prophet. - Strong knowledge of machine learning algorithms and experience implementing them in real-world scenarios. - Solid understanding of deep learning techniques, with experience in developing and deploying ANNs, CNNs, and RNNs. - Excellent grasp of statistics, including probability, distributions, and hypothesis testing. - Proficiency in Python - Hands-on experience with data visualization tools like Tableau, Power BI is a plus. - Strong problem-solving skills, analytical thinking, and attention to detail. - Excellent communication skills and the ability to work collaboratively in a team environment. Preferred Qualifications - 5+ years of relevant experience in Data Science - Experience with cloud platforms like AWS, Azure, or Google Cloud. - Familiarity with big data technologies such as Spark.

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