Job Location: Chennai
Applied Data Finance is a US based, web-enabled consumer finance company that utilizes advanced data science to better model and measure the credit risk of non-prime borrowers. Its India office is at Chennai (ADF Data Science Pv.t Ltd.) has 400+ employees, comprising functions, such as Data Science, Data Engineering and Model implementation, Data Warehousing and Business Intelligence, Quality & Testing, Operations, Compliance, Process and Project Management, Finance & Accounts, Business Analysis and Technical Documentation.
Work Location: Head Office is in Chennai
www.applieddatafinance.com
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Responsible for designing and implementing systems and tools by following object oriented programming concepts and software design principles to improve machine learning platform at ADF. This includes,
- Improving efficiency of and building automation in our predictive modeling process. Improve our ability to work on very high volume of historical data
- Implementing machine learning systems to generate better and more efficient recommendations
- Implementing analytics algorithms at scale and integrating with other engineering systems to work in a real-time high volume production environment
- Optimizing existing machine learning libraries and frameworks
- Ensuring that algorithms generate accurate user recommendations
- Documenting machine learning processes
- Keeping abreast of developments in machine learning
- Collaborating with data engineers to build high quality data and features pipeline
- Bachelor’s degree in computer science, data science, mathematics, or a related field
- 3 to 5 yrs. experience is preferable
- Good in software development practices
- Good understanding about machine learning engineering
- Advanced proficiency with Python
- Extensive knowledge of ML frameworks/libraries (like scikit-learn,keras,…), data structures and data modeling
- Good analytical and problem-solving abilities
- Good communication and collaboration skills
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