Data Scientist - IT

Required Technical Skill Set:

- Full cycle of building machine learning solutions,

- Understanding of wide range of algorithms and their corresponding problems to solve

- Data preparation and analysis

- Model training and validation

- Model application to the problem

- Experience using the full open source programming tools and utilities

- Experience in working in end-to-end data science project implementation.

- 3+ years of experience with development and deployment of Machine Learning applications

- 2+ years of experience with NLP approaches in a production setting

- Experience in building models using bagging and boosting algorithms

- Exposure/experience in building Deep Learning models for NLP/Computer Vision use cases preferred

- Ability to write efficient code with good understanding of core Data Structures/algorithms is critical

- Strong python skills following software engineering best practices

- Experience in using code versioning tools like GIT, bit bucket

- Experience in working in Agile projects

- Comfort & familiarity with SQL and Hadoop ecosystem of tools including spark

- Experience managing big data with efficient query program good to have

- Good to have experience in training ML models in tools like Sage Maker, Kubeflow etc.

- Good to have experience in frameworks to depict interpretability of models using libraries like Lime, Shap etc.

- Experience with Health care sector is preferred