Data Scientist - Python/NLP (2-5 yrs)

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