Bert Labs

3 weeks ago

Bangalore, India Bert Labs Full time

The role is based at JP Nagar, Bangalore and work from

- Conceptualize, Architect, Design, Develop, Productionize & Improve Models as part of the 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 the 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.

- Entrepreneurial Leadership role, where in 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 field from reputed Institutes. 4 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 GARCH-LSTM.

- 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.

(ref:hirist.tech)

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