Data Scientist Job in Bangalore at Koch Industries

KOCH is hiring for the role of Data Scientist!

Responsibilities of the Candidate:

• Work with business leaders and stakeholders to better understand the problem.
• Think through a business problem and come up with a set of hypotheses.
• Create a list of potentially relevant supporting data elements.
• Work with Data Engineers and/or Data Analysts to procure data and test it for problems.
• Collaborate with other Data Scientists.
• Propose modeling approaches.
• Mine the data to check completeness, value distributions, etc.
• Increment data: data imputation and feature engineering.
• Test data for signal.
• Run feature selection.
• Tune the model.
• Set up tests for the model health.
• Collaborate with Product Managers to find the best way to present the results.
• Work with developers on productionizing models

Requirements:

• A minimum of 2 years of post-academic experience developing advanced analytics and applying Data Science in a business environment.
• Experience in data mining techniques and methodologies (data prep/modeling, classification, regression, clustering, causal modeling, timeseries forecasting, AI, machine learning, ensemble approaches).
• Experience developing in Python within a production environment is preferred.
• The ability to rapidly develop proof of concepts and test new ideas, as well as the ability to scale these ideas into production ready models that can be deployed within our organization.