- 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.
About Kaleidofin
Similar jobs
Position: Founding Engineer (SDE)
Location: Remote
Do you have a passion for developing cutting-edge software? Do you thrive in the innovative atmosphere of a startup? If coding is your art, and you have the prowess to turn problems into sophisticated solutions, then we're looking for you!
We are an early-stage startup working on re-defining how businesses in India approach accounting.
The Role:
- Dive deep into coding challenges, transforming ideas into groundbreaking software solutions.
- Play a pivotal role in our startup's journey, working closely with a dynamic team to develop the next big thing.
- See the immediate impact of your work in a rapidly-growing company.
What We're Looking For:
- Experience: Minimum 2 years in software development.
- Problem Solvers: Ability to take on a challenge, break it down, and deliver an end-to-end solution.
- Team Player: Collaborative mindset to work seamlessly with cross-functional teams.
- Fast Learner: Adaptability in a rapidly changing environment
Nice to Have:
- Victories in hackathons or coding challenges, showcasing your ability to innovate under pressure.
Why Join Us?
- Be at the forefront of our exciting journey, where your contributions directly shape our success.
- Collaborative and open culture – your insights and expertise won't just be appreciated; they'll be celebrated!
- Opportunities for rapid growth, professional development, and unique challenges.
- Competitive, class-leading compensation
CTC: 25-40LPA based on experience
Minimum 2 years of experience in the software development, including Project Management and
interactions with customers
• Solid understanding of the full software development life cycle
• Working Experience of
a) Ubuntu 18.04.4 LTS
b) Java 1.8
c) Tomcat 9
d) Spring boot framework 2.2.2. RELEASE
e) Spring OAuth2 2.4.0. RELEASE
f) Spring Security JWT 1.1.0.RELEASE
g) Spring Log4j2
h) Hibernate 3.13.3
i) Nginx 1.14.0
j) Hikari Connection Pool
k) Mariaj Connector
l) Google Recaptcha
m) Redis client 3.3.0
Qualification
Roles and Responsibilities
- Developing new features and user interfaces from wireframe models
- Build pixel-perfect smooth UIs across both mobile platforms
- Ensuring the best performance and user experience of the application
- Fixing bugs and performance problems
- Writing clean, readable, and testable code
- Coordinating with back-end developers, designers, and the rest of the team to deliver well-architected and high-quality solutions.
- Knowledge of native android and iOS development would be an added advantage
Desired Candidate Profile
- Experience with React Native mobile app development
- 2+ year of flutter development experience is recommended
- Experience in IOS preferred
- A strong Node and JavaScript background
- Must have built at least two Android and/or iOS apps with Flutter
- Understanding of the Agile development life-cycle
- Translating UI/UX designs into code
- Working knowledge of the general mobile landscape, architectures, trends, and emerging technologies
- Strong understanding of design patterns over and above MVP, MVVM, and MVC
- Ability to learn and adapt as per the requirement and ready to face new challenges
- Advanced debugging/testing/optimization
- Networking and integrating third-party APIs
- Working with a version control system (i.e., Git)
Nice to Have
- Xcode and IOS applications
- Knowledge on Blockchain
- Someone who understands the difference between a user journey and a user flow.
- Crazy about building value for the end-user.
- Knows the importance of spending more time talking to customers and less time talking to management.
- Realizes the majority of the job is to identify, define and solve the right problems, fast.
- Dreads feature requests and just does not want to build new features till absolutely necessary.
- Can sell the product to the end customer.
Roles and responsibilities
- Own product strategy and roadmap for one of the core initiatives of the company ecosystem.
- Continuously work with a dedicated set of analysts and user researchers to understand user needs better.
- Generate detailed PRDs for feature proposals.
- Have a strong sense of product design and work with the UX team to convert requirements to product interfaces.
- Work with developers to ensure timely and high-quality delivery of user value.
- Track features, once in production. Work continuously for their success or take the call to remove them from the product.
- Identify and sign up with influencers in the digital platforms to increase brand reach through content
- content planning, strategy to improve brand engagement in the social media
- tie-up with brands ( co-branding) for amplifying brand reach and building ROI ( generate leads)
- work closely with the PR agency to monitor and enhance the brand engagement in the print/ digital platforms through paid and organic methods
- Handling AB LinkedIn page to run engaging write up, videos, tech talk, industry snippets to develop and build a business audience in LinkedIn
- Outstanding project management skills
- Strong analytical ability – analyze data, develop insight
- Criteria : BCA / BSc/BE / BTech passouts
- Experience Required : 1 to 2 Years (Freshers Do Not Apply)
- Candidates should be ready to learn (Low-Code .NET based platform)
- Looking for immediate joiners only