01 Sep
|
Bert Labs
|
Bengaluru
01 Sep
Bert Labs
Bengaluru
Job Summary
Role overview: Research Engineer/Lead- Data Scientist Experience: 10 to 15 years.
Location: Bangalore
Responsibilities
- 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.
Qualifications
- BTech/MTech/PhD in CS/ECE/Statistics or other relevant field from reputed Institutes. 1 to 12 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.
Key Skills
- Skills - Computer Vision, Machine Learning, Python, Keras, Scikit-learn, TensorFlow
Disclaimer : This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.
📌 Research Engineer/Lead- Data Scientist (Bengaluru)
🏢 Bert Labs
📍 Bengaluru