




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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About threedots:
At threedots, we are committed to helping our customers navigate the complex world of secured credit financing. Our mission is to facilitate financial empowerment through innovative, secured credit solutions like Loans Against Property, Securities, FD & More. We're looking for an experienced Growth Marketer to join our team and drive our content and SEO efforts. Founded by early members of Groww, we are a well funded startup with over $4M in funding from India’s top investors.
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What We Offer
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How to Apply:
Please fill in the form below and our team will reach out to you:
https://forms.gle/MVG5VmLxpfL9N6eg8
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Data Analyst
Job Description
Summary
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We build amazing experiences and create depth in knowledge for our internal teams and our leadership. Our team is a friendly bunch of people that help each other grow and have a passion for technology, R&D, modern tools and data science.
Our work relies on deep understanding of the company needs and an ability to go through vast amounts of internal data such as sales, KPIs, forecasts, Inventory etc. One of the key expectations of this role would be to do data analytics, building data lakes, end to end reporting solutions etc. If you have a passion for cost optimised analytics and data engineering and are eager to learn advanced data analytics at a large scale, this might just be the job for you..
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Strong hands on experience on building application using technologies Java, Spring, Hibernate, Maven/Gradle.
Experience in building Micro Services using Spring Boot / Go.
Strong knowledge and experience with SQL queries and databases like Postgre SQL/Oracle.
Strong knowledge and experience on Platform components such as Docker, Kubernetes and Service Mesh (Istio).
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Familiarity with CI/CD environment (Jenkins).
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Strong skills to write technical design documentation.
Experience of leading a team as tech lead.
Ability to work effectively in a team environment as well as independently.
Good communication skills with tech/non-tech people.
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Assigned to software development projects and/or system enhancements as tech lead.
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Familiarity with Agile Software development process.
Familiarity with and experience on Linux/Unix environment
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OUR COMMITMENT TO YOU:
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-
Owns the end to end implementation of the assigned data processing components/product features i.e. design, development, dep
loyment, and testing of the data processing components and associated flows conforming to best coding practices -
Creation and optimization of data engineering pipelines for analytics projects.
-
Support data and cloud transformation initiatives
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Contribute to our cloud strategy based on prior experience
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Independently work with all stakeholders across the organization to deliver enhanced functionalities
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Create and maintain automated ETL processes with a special focus on data flow, error recovery, and exception handling and reporting
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Gather and understand data requirements, work in the team to achieve high-quality data ingestion and build systems that can process the data, transform the data
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Be able to comprehend the application of database index and transactions
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Involve in the design and development of a Big Data predictive analytics SaaS-based customer data platform using object-oriented analysis
, design and programming skills, and design patterns -
Implement ETL workflows for data matching, data cleansing, data integration, and management
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Maintain existing data pipelines, and develop new data pipeline using big data technologies
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Responsible for leading the effort of continuously improving reliability, scalability, and stability of microservices and platform
NextGen AVP Role - Pune Location
Job Description
Experience:
Should have subject matter expertise in cloud platforms (AWS, Azure & GCP), and next generation technologies
Should possess experience in designing and delivering architectural solutions for mission critical applications using cloud native development and architecture and cloud migration methodologies and tools
Demonstrated as a trusted advisor for customers on various Next Gen technology solution options and presented strong value proposition to win the deals
Experience is building differentiated solution & service offerings in building Next Gen Application development
Extensive experience in Presales, Solutioning, Delivery, People Management, Global experience and should be in a P&L role
Have experience leading complex, global solution implementations programs
Technology Experience:
Cloud Native App development, Microservices based enterprise grade application development, Serverless Computing, Containerization technologies
AWS, Azure, GCP and aPaaS platforms like Cloud Foundry
DevSecOps – CI/CD tool chain, API Management platforms
Database technologies – Structured & Unstructured data storage platforms
Expectations:
Responsible to formulate business development strategies for NextGen Application Development Technology practice
Create differentiated solution & Services offerings and translate into revenue growth
Drive strategic account growth and be responsible for the delivery of consulting services to our customers
Actively search for opportunities to expand business within existing accounts and help win new clients
Building new technology capabilities, and building team competencies
Marketing of technology & domain solutions / service offerings to internal/external stakeholders
Manage business relationship with the technology partners & start-up eco systems and demonstrate edge over competition

