Data Scientist
2 days ago
Role on Offer: Data Scientist
This position is based in Bangalore. We are looking for a professional with 1-3 years of work experience who brings in deep expertise on data science, operations research and understands core engineering principles to scale implementations.
Responsibilities
You are expected to contribute towards scaling machine learning workloads to handle large volumes of data.
Many of the optimization problems we solve fall in the intersection of Operations Research, Machine learning & Deep Learning. A deeper understanding of the domain and application of these technologies to solve business problems is essential.
Auto-scaling of ML pipelines and test automation of critical algorithms.
Contribute towards development of logistics planning pipeline that fuses big data, operations research and machine learning.
Development of data platform for data mining and generation of insights.
Qualification Criteria
Excellent understanding of statistical modelling, machine learning techniques and optimization algorithms.
Designing and developing NLP applications.
Prior experience in building geo analytical models and various clustering algorithms is essential.
Prior experience in applying machine learning models on large volume datasets and high velocity small datasets would be an added advantage.
Prior experience with data visualization tools that run on big data infrastructure.
Experience in terms of working with cloud native AI and ML offerings would be an added advantage.
Technologies
Python, R
Big data – Spark/Hadoop
Data storage – SQL, noSQL, Graph and time series databases
Data Visualization – Tableau, PowerBI, Zeppelin and other open-source tools
Hands on experience on Operations Research tools & technologies
Working experience on Azure/GZP/AWS
Deep learning – TensorFlow/Keras
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