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Sr. Data Scientist
Neoistone
posted 15hr ago
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Job Description
We are seeking an experienced Senior Data Scientist with 4-6 years of experience (or 3+ years specifically in forecasting solutions) to join our team in Bengaluru. This role involves developing and implementing advanced forecasting models using a range of algorithms, including Time Series , ML , and Deep Learning . The ideal candidate will have hands-on expertise in building and deploying end-to-end machine learning models, with strong coding skills in Python , Spark , and SQL .
Experience Level 4-6 Years
Location Bengaluru
Key Skills - Must-Have Skills : Time Series, Spark, Demand Forecasting, Python, SQL, Machine Learning
- Forecasting Solutions : Design and develop forecasting models using a variety of algorithms, including Time Series (ARIMA, Prophet), ML (GLM, GBDT, XGBoost), Hierarchical models (Top-Down, Bottom-Up), DL (Seq2Seq, Transformer), and Ensemble methods.
- End-to-End ML Model Development : Build, train, and deploy ML models, creating efficient pipelines to ensure smooth productionization of data science solutions.
- Coding and Data Processing : Use Python, Spark, and SQL to implement data processing workflows and ML algorithms, ensuring scalability and performance.
- Statistical Modeling and Machine Learning : Apply statistical modeling techniques and ML algorithms to analyze complex data patterns and enhance model accuracy.
- Model Monitoring and Analysis : Utilize tools and frameworks to monitor ML model performance, ensuring data accuracy and continuous improvement.
- Bachelor s degree in Computer Science, Data Science, or a related field.
- 4-6 years of experience in data science, with at least 3 years in building forecasting solutions.
- Strong skills in Python, Spark, SQL, and experience with statistical modeling and machine learning algorithms.
Job Category: AI Data Scientist
Job Type: Full Time
Job Location: Bengaluru
Employment Type: Full Time, Permanent
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