Research Engineer/Lead/ Senior Lead - Data Scientist BTech MTech

Job Summary

Research Engineer/Lead/ Senior Lead - Data Scientist BTech MTech

Location

Bangalore

Responsibilities

1. Conceptualize, Architect, Design, Develop, Productionize Improve Models as part of the Bert Platform Solution.
2. Setup scalable pipelines and processes for data pre-processing/cleaning, feature extraction, dimensionality reduction, model building and serving.
3. Utilize existing and newer algorithms to build prediction and optimization models from the time series data.
4. Collaborate with physics-based modelling team members to pre-train the models before field deployment.
5. Collaborate with front-end developers to integrate analytics.
6. Mentoring and guiding your team members.
7. Entrepreneurial Leadership role, where you Innovate every day and do things beyond your current capabilities.

Requirements

• Skills - Computer Vision, Machine Learning, Python, Keras, Scikit-learn, TensorFlow
• BTech/MTech/PhD in CS/ECE/Statistics or other relevant fields from reputed Institutes. 1 to 10 years of Industrial experience.
• Experience in statistical time-series analytics and forecasting: quartiles, ETS forecast, Holt-Winters, auto regressive techniques ARIMA/SARIMA, GARCH, hybrid GARCHLSTM.
• Applications to sales/demand forecasting in retail, analytics for industrial IoT time-series data is preferred.
• Experience in RNN/LSTM, Gradient Boosted Machines, SVM, Ensemble techniques.
• Experience in NoSQL DBs, Hadoop, analytics tools: Power BI, Tableau, etc., and data pipelines for ML: Apache Spark Streaming, Storm etc., is preferred.

Experience

1 to 10 years

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