Data Scientist

at Kaleidofin

Data Scientist

Kaleidofin

Company

Home

Data Scientist

at Kaleidofin

Posted by Pragya Gupta

2 - 7 yrs

₹10L - ₹30L / yr (ESOP available)

Chennai

Skills

Data Science

Machine Learning (ML)

Statistical Modeling

R Programming

Python

Key Responsibilities:

Partnering with clients and internal business owners (product, marketing, edit, etc.) to understand needs and develop models and products for Kaleidofin business line.
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, hyperparameter tuning, ensembling 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.
Collaborate with the team to improve the effectiveness of business decisions using data and machine learning/predictive modeling.
Innovate on projects by using new modeling techniques or tools.
Utilize effective project planning techniques to break down complex projects into tasks and ensure deadlines are kept.
Communicate findings to team and leadership to ensure models are well understood and incorporated into business processes.

Skills:

2+ year 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, Boosting trees, Recommender Systems, ARIMA and Anomaly Detection. Feature selection, hyper parameters tuning, model selection and error analysis, 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 scoring domains preferred

Key Responsibilities:

Partnering with clients and internal business owners (product, marketing, edit, etc.) to understand needs and develop models and products for Kaleidofin business line.
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, hyperparameter tuning, ensembling 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.
Collaborate with the team to improve the effectiveness of business decisions using data and machine learning/predictive modeling.
Innovate on projects by using new modeling techniques or tools.
Utilize effective project planning techniques to break down complex projects into tasks and ensure deadlines are kept.
Communicate findings to team and leadership to ensure models are well understood and incorporated into business processes.

Skills:

2+ year 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, Boosting trees, Recommender Systems, ARIMA and Anomaly Detection. Feature selection, hyper parameters tuning, model selection and error analysis, 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 scoring domains preferred

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Software Engineer, Memorres

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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

Connect

Pragya Gupta

Connect

Poornima B

Connect

Company social profiles

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Experience in reporting and analytics, queuing and real-time streaming systems
Git or similar distributed SCM tools experience.

If you find the above Job Description matching with your skills & experience and only if you can join in a maximum of 10 days, please revert to this email with your interest, specifying your current/ last drawn salary & expectations

Primary Responsibilities:

Team with top-notch engineers, product managers, program managers, DevOps and QA following agile development methodologies
Review functional requirements, providing technical feedback on feasibility and architectural approach and framework.
Design and develop web / mobile applications
Create Prototype and/or Proof of Concepts (POCs) when necessary
Act in a technical leadership capacity: Mentor junior engineers and new team members, perform code reviews and apply technical expertise to challenging programming and design problems
Utilize Agile Development, SCRUM / Pair / Extreme Programming methodologies
Design and develop supporting components and microservices for the backend tiers focusing on fault-tolerance and scalability in a multi-tenant enterprise environment
Maintain and improve the functionality and performance of the existing web applications
Help shape and execute the technical roadmap to develop next generation features; integrate corporate- and product-level architecture principles and goals into the teams project work through designs, implementation strategies, and project planning.
Drive a culture of quality, technical curiosity, continuous improvement, and evidence-based data driven decision making in the organization.
Execute other Duties as assigned

Knowledge Skills and Abilities: Must have:

3+ years of experience developing Backend, API and data-based applications/software
Experience with one of the major relational databases (MySQL, Oracle, Postgres) and NoSQL databases (Mongo DB, Cassandra, Dynamo DB or such)
Expert object-oriented programming experience using Java
Strong OO design and programming skills in Java, Hibernate, JPA, Spring Boot
Worked in Maven, JPA, REST services, Postman
Working knowledge on Spring Security / Spring Batch / ZUUL / Eureka / Hysterix
Exposure with Frontend technologies (React.js, Angular or Ruby-on-Rails)
Require experience and Strong understanding of entire Software Development Life Cycle (SDLC), Agile (Scrum), Software design/architecture process, unit testing & Test-Driven Development (TDD)
Experience with web services (consuming or creating)
Experience managing Cloud infrastructure (resources and service) in AWS, Azure and/or GCP
Strong knowledge of SOA, object-oriented programming, design patterns, multi-threaded application development
Experience in reporting and analytics, queuing and real-time streaming systems
Git or similar distributed SCM tools experience.

Senior ROR Developer

at FullCycle

2 recruiters

Posted by Aman Dhankhar

NCR (Delhi | Gurgaon | Noida)

3 - 7 yrs

₹10L - ₹15L / yr

Ruby on Rails (ROR)

Ruby

MySQL

AngularJS (1.x)

Ember.js

+3 more

Essential Duties & Responsibilities

● Design, build and maintain efficient, reusable, and reliable Ruby code
● Contribute to building an agile environment
● Test your code
● Engaged in all aspects of product development and will be working closely with product management, operations, client-engineering and customer success teams
● Working with an exceptional team to help scale a fast-paced business.
● Ability to work independently on challenging compound problems as well as collaborating with other team members to solve major goals
● Present complex ideas and approaches in simple communicable terms across engineering and management levels
● Identify bottlenecks and bugs, and devise solutions to these problems

Required Qualifications

● Ruby on Rails (6+ years)
● PostgreSQL or MySQL
● JavaScript and AngularJS (or other client-side frameworks like Ember, Backbone, etc)
● Test-driven development with RSpec, Capybara, Jasmine
● Git, Continuous Integration, AWS, etc
● Bonus points for SaaS experience

Freelance Trainer-Supply Chain Management

at Global Talent Track

3 recruiters

Posted by Mitali Nimalkar

Bengaluru (Bangalore)

9 - 18 yrs

₹5L - ₹9L / yr

Order management m

order fulfillment

Supply Chain Management (SCM)

Presales

channel support

Greetings for the day! As discussed, we are looking for a Freelance trainer for “Sales & Fulfillment” SCM professionals with experience in below strides can apply: pre sales Channel support Return management Order to cash Duration: 12days Timings: 9.30am to 6.30pm Location: Bangalore About Global Talent Track Global Talent Track (GTT) is a path breaking global educational initiative and corporate training solutions company. GTT is funded by Intel Capital, Helion Ventures and Cisco Systems. Global Talent Track (GTT) has partnered with Cisco Systems and the leading Universities, Institutions and Government bodies in India to provide "quality with scale", through programs delivered using innovative technologies and compelling content. Global Talent Track has successfully rolled out its thought leadership and blended learning model in 15 states across India. The entire learning platform or job oriented training is guided by an assessment tool which assists students in choosing their career path by discovering their inherent attributes in addition to finding their domain proficiency. For more details visit: www.gttconnect.com Also view the article on GTT published by Forbes India Thanks & Regards, Mitali Nimbalkar| Global Talent Track | Recruitment Executive | Tel: 9970685481| Empowerment through Employability

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