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Data Scientist
Data Scientist
Kaleidofin's logo

Data Scientist

Poornima B's profile picture
Posted by Poornima B
2 - 4 yrs
Best in industry
Chennai, Bengaluru (Bangalore)
Skills
skill iconMachine Learning (ML)
skill iconPython
SQL
Customer Acquisition
Big Data
Data cleansing
skill iconData Science
Responsibility
  • Partnering with internal business owners (product, marketing, edit, etc.) to understand needs and develop custom analysis to optimize for user engagement and retention
  • Good understanding of the underlying business and workings of cross functional teams for successful execution
  • Design and develop analyses based on business requirement needs and challenges.
  • Leveraging statistical analysis on consumer research and data mining projects, including segmentation, clustering, factor analysis, multivariate regression, predictive modeling, etc.
  • Providing statistical analysis on custom research projects and consult on A/B testing and other statistical analysis as needed. Other reports and custom analysis as required.
  • Identify and use appropriate investigative and analytical technologies to interpret and verify results.
  • Apply and learn a wide variety of tools and languages to achieve results
  • Use best practices to develop statistical and/ or machine learning techniques to build models that address business needs.

Requirements
  • 2 - 4 years  of relevant experience in Data science.
  • Preferred education: Bachelor's degree in a technical field or equivalent experience.
  • Experience in advanced analytics, model building, statistical modeling, optimization, and machine learning algorithms.
  • Machine Learning Algorithms: Crystal clear understanding, coding, implementation, error analysis, model tuning knowledge on Linear Regression, Logistic Regression, SVM, shallow Neural Networks, clustering, Decision Trees, Random forest, XGBoost, Recommender Systems, ARIMA and Anomaly Detection. Feature selection, hyper parameters tuning, model selection and error analysis, boosting and ensemble methods.
  • Strong with programming languages like Python and data processing using SQL or equivalent and ability to experiment with newer open source tools.
  • Experience in normalizing data to ensure it is homogeneous and consistently formatted to enable sorting, query and analysis.
  • Experience designing, developing, implementing and maintaining a database and programs to manage data analysis efforts.
  • Experience with big data and cloud computing viz. Spark, Hadoop (MapReduce, PIG, HIVE).
  • Experience in risk and credit score domains preferred.
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Shubham Vishwakarma's profile image

Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About Kaleidofin

Founded :
2018
Type :
Products & Services
Size :
100-1000
Stage :
Profitable

About

kaleidofin is a fintech platform that propels under-banked customers towards meeting their real life goals by providing intuitive and tailored financial solutions. our name “kaleidofin” is inspired by the power of financial solutions to enable beautiful possibilities of a future life for each customer. We believe that everyone deserves and requires access to financial solutions that are intuitive and easy to use, flexible and personalised to real goals that can make financial progress and financial freedom possible for everyone.
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Connect with the team

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Meena Priya
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Pragya Gupta
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Poornima B

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Shubham Vishwakarma's profile image

Shubham Vishwakarma

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