Job Summary

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

Location

Bangalore

Responsibilities

Conceptualize, Architect, Design, Develop, Productionize Improve Models as part of the Bert Platform Solution.
Setup scalable pipelines and processes for data pre-processing/cleaning, feature extraction, dimensionality reduction, model building and serving.
Utilize existing and newer algorithms to build prediction and optimization models from the time series data.
Collaborate with physics-based modelling team members to pre-train the models before field deployment.
Collaborate with front-end developers to integrate analytics.
Mentoring and guiding your team members.
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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