Data Scientist

at Kaleidofin

Data Scientist

Kaleidofin

Company

Home

Data Scientist

at Kaleidofin

Posted by Poornima B

2 - 4 yrs

Best in industry

Chennai, Bengaluru (Bangalore)

Skills

Machine Learning (ML)

Python

SQL

Customer Acquisition

Big Data

Data cleansing

Data 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.

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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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.

Meena Priya

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Pragya Gupta

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Poornima B

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Work hand-in-hand with developers to understand the flow of modules and document it.

Execution of test cases/test scripts for manual/automation testing.
Should have working knowledge of SQL server.
Design and create test conditions and scripts to address business and technical use cases.
Analyze data and results of tests, record defects, provide status.
Document, track and escalate issues as appropriate, using JIRA or similar tools/means.
Participate in troubleshooting and triaging of issues with different teams to drive towards root cause identification and resolution.
Build Deployment on Test Environment.

Requirements:

Experience in end-to-end user testing for minimum 1-2 yrs.
Have prior experience with manual testing in web and Android applications.
Logging bugs, detailed test reports, screenshots, and videos in the bug tracker during pre-release and post-release testing.
User & usability testing on the design prototypes being passed to the development team.
Well versed with Agile testing methodologies.
Opportunity to define, design, tool and implement entire Automated testing using Selenium/TestNG/Appium or any other tool of choice.
Ability to stick to deadlines.
Manage regular exploratory testing campaigns by employing a large number of short-term remote testers.
Ability to operate in white-spaces where ambiguity or lack of knowledge might be imminent in tackling problems. In short, love the entire startup experience.
Good Knowledge of Core Java.
Good Knowledge in Selenium.
Troubleshoot problems related to scripts, framework components,application changes, etc., and repair issues.
Experience in working with Agile Projects and Scrum Process.
Enable and/or perform development of test automation by designing and writing automated test scripts based on defined test cases,including the definition of test data for consumption by scripts during test execution.
Must have experience in writing TDD and BDD test cases.
Analyze test logs, and report test results/metrics.

Hi,

We have an opening for QA Engineer/Test Engineer in our company. Please find below the job descritpion for the same.

Job Description:

Skills:

Responsibilities:

Creation of automated test scripts to reduce the amount of time and effort spent on testing.
Strongly adhere to specification and style guides.
Ensure the application meets the performance, quality and targets.
Leverage new and established testing methodologies.
Translate the given design document into proper Test Cases for maintainability.
Work hand-in-hand with developers to understand the flow of modules and document it.

Execution of test cases/test scripts for manual/automation testing.
Should have working knowledge of SQL server.
Design and create test conditions and scripts to address business and technical use cases.
Analyze data and results of tests, record defects, provide status.
Document, track and escalate issues as appropriate, using JIRA or similar tools/means.
Participate in troubleshooting and triaging of issues with different teams to drive towards root cause identification and resolution.
Build Deployment on Test Environment.

Requirements:

Experience in end-to-end user testing for minimum 1-2 yrs.
Have prior experience with manual testing in web and Android applications.
Logging bugs, detailed test reports, screenshots, and videos in the bug tracker during pre-release and post-release testing.
User & usability testing on the design prototypes being passed to the development team.
Well versed with Agile testing methodologies.
Opportunity to define, design, tool and implement entire Automated testing using Selenium/TestNG/Appium or any other tool of choice.
Ability to stick to deadlines.
Manage regular exploratory testing campaigns by employing a large number of short-term remote testers.
Ability to operate in white-spaces where ambiguity or lack of knowledge might be imminent in tackling problems. In short, love the entire startup experience.
Good Knowledge of Core Java.
Good Knowledge in Selenium.
Troubleshoot problems related to scripts, framework components,application changes, etc., and repair issues.
Experience in working with Agile Projects and Scrum Process.
Enable and/or perform development of test automation by designing and writing automated test scripts based on defined test cases,including the definition of test data for consumption by scripts during test execution.
Must have experience in writing TDD and BDD test cases.
Analyze test logs, and report test results/metrics.