
Data Scientist-II (Traditional/Classic ML, Neural networks exp must)
at shaadi.com
What You’ll Do
● Partner with Product to spot high-leverage ML opportunities tied to business
metrics.
● Wrangle large structured and unstructured datasets; build reliable features and
data contracts.
● Build and ship models to:
○ Enhance customer experiences and personalization
○ Boost revenue via pricing/discount optimization
○ Power user-to-user discovery and ranking (matchmaking at scale)
○ Detect and block fraud/risk in real time
○ Score conversion/churn/acceptance propensity for targeted actions
● Collaborate with Engineering to productionize via APIs/CI/CD/Docker on AWS.
● Design and run A/B tests with guardrails.
● Build monitoring for model/data drift and business KPIs
What We’re Looking For
● 2–4 years of DS/ML experience in consumer internet / B2C products, with 7–8 models shipped to production end-to-end.
● Proven, hands-on success in at least two (preferably 3–4) of the following:
○ Recommender systems (retrieval + ranking, NDCG/Recall, online lift;
bandits a plus)
○ Fraud/risk detection (severe class imbalance, PR-AUC)
○ Pricing models (elasticity, demand curves, margin vs. win-rate trade-offs,
guardrails/simulation)
○ Propensity models (payment/churn)
● Programming: strong Python and SQL; solid git, Docker, CI/CD.
● Cloud and data: experience with AWS or GCP; familiarity with
warehouses/dashboards (Redshift/BigQuery, Looker/Tableau).
● ML breadth: recommender systems, NLP or user profiling, anomaly detection.
● Communication: clear storytelling with data; can align stakeholders and drive decisions.

About shaadi.com
About
Connect with the team
Similar jobs
About MyOperator
MyOperator is a Business AI Operator platform that brings together WhatsApp, Calls, and AI-powered chat & voice bots to help businesses manage customer operations such as Sales, Support, Escalations, Feedback, and Refunds. With 12,000+ businesses using our platform, we operate at meaningful scale and power mission-critical communication workflows.
About the Role
We are looking for a Senior QA Engineer (SDET) to own and scale automation across our web, backend, mobile, and AI-driven workflows.
This is a hands-on automation engineering role, not a manual testing role. You will build and maintain Playwright-based automation, strengthen mobile and API testing, integrate automation into CI/CD, and work closely with engineering teams to catch issues before they reach production.
What You'll Do
- Design, build, and maintain Playwright-based end-to-end automation for web applications.
- Build and maintain mobile test automation for Android and/or iOS using Appium, Espresso, XCUITest, or equivalent tools.
- Develop automated tests for REST/GraphQL APIs and validate backend data using SQL.
- Integrate automated test suites into CI/CD pipelines and maintain reliable test execution.
- Identify and resolve flaky tests and continuously improve automation coverage and reliability.
- Use AI coding assistants such as Claude, GitHub Copilot, Cursor, or similar tools for test authoring, debugging, and test-data generation.
- Work closely with frontend, backend, and AI engineering teams to identify testability gaps early.
- Contribute to testing AI/LLM-driven features, where expected outputs may not always be deterministic.
Must Have
- 6–8 years of experience in QA/SDET or test automation roles.
- Strong hands-on experience with Playwright — mandatory.
- Hands-on mobile automation experience — mandatory using Appium, Espresso, XCUITest, or equivalent.
- Strong experience in API/backend automation using REST or GraphQL.
- Good knowledge of SQL for database validation.
- Strong programming and automation skills.
- Experience integrating automation into CI/CD pipelines.
- Practical experience using AI coding assistants such as Claude, GitHub Copilot, Cursor, or similar.
- Ability to independently own automation initiatives.
Good to Have
- Experience testing AI/LLM, chatbot, conversational AI, or voice bot products.
- Experience with Langfuse or similar LLM observability tools.
- Experience with Datadog or similar APM tools.
- Experience with GitHub Actions, Jenkins, or similar CI/CD tools.
- Exposure to performance/load testing tools such as k6 or JMeter.
This Role Is Not For
- Candidates whose experience is primarily in manual testing.
- Candidates with limited hands-on coding or automation experience.
- Candidates without practical Playwright experience.
- Candidates without mobile automation experience.
- Candidates who have only executed test cases on an existing framework without meaningful automation ownership.
Why MyOperator?
Work on an AI-first customer operations platform used by 12,000+ businesses, and build automation across web, backend, mobile, and AI workflows while working closely with engineering teams.
If you enjoy writing automation code, solving complex testing problems, and taking end-to-end ownership, we'd love to hear from you.
We are looking for enthusiastic female interns who are interested in gaining hands-on experience in market research and are comfortable speaking with customers over the phone. This role involves gathering market intelligence, conducting surveys, and engaging with potential customers to support our research and business development efforts.
Location: Bangalore, India
Experience: 3-5 Years
Company: Tradelab Technologies
About Tradelab Technologies:
Tradelab Technologies is a leading fintech company specializing in trading platforms, brokerage infrastructure, and financial market technology. We design and develop robust, scalable systems that power trading operations for brokers and financial institutions.
Role Overview:
We are seeking a motivated .NET Developer with around 3-5 years of experience to join our backend development team. The ideal candidate should have hands-on experience in C#, ASP.NET Core, and SQL, with a strong understanding of object-oriented programming and API development.
You will work closely with product, DevOps, and QA teams to build and enhance backend systems supporting our trading and fintech platforms.
Key Responsibilities:
- Develop, maintain, and enhance backend applications using .NET Core / ASP.NET MVC.
- Design and implement RESTful APIs for integration with frontend and third-party systems.
- Write clean, scalable, and efficient code following best practices.
- Work with SQL databases (preferably MS SQL Server) to design schemas, write queries, and optimize performance.
- Collaborate with product managers and frontend teams to translate requirements into technical solutions.
- Participate in code reviews, debugging, and troubleshooting production issues.
- Contribute to improving application performance, scalability, and security.
Required Skills & Qualifications:
- Bachelor’s degree in Computer Science, Engineering, or related field.
- 3-5 years of experience in .NET development.
- Strong proficiency in C# and ASP.NET Core / ASP.NET MVC.
- Experience with Web APIs and RESTful architecture.
- Good knowledge of Entity Framework / LINQ.
- Hands-on experience with MS SQL Server or other relational databases.
- Understanding of OOP principles, design patterns, and software architecture concepts.
- Familiarity with Git or other version control systems.
- Basic understanding of HTML, CSS, and JavaScript (for integration purposes).
Nice-to-Have Skills:
- Exposure to Microservices architecture.
- Familiarity with Message Queues (Kafka, RabbitMQ).
- Knowledge of CI/CD tools and DevOps practices.
- Experience with cloud environments (AWS / Azure).
- Understanding of financial or trading systems is a plus.
Why Join Tradelab Technologies:
- Work on cutting-edge trading and fintech platforms used across the industry.
- Collaborative, growth-oriented environment with exposure to complex backend systems.
- Opportunity to learn from senior engineers and grow into full-stack or system design roles.
- Competitive salary and benefits
- Development of applications in Java including:
- Building data processing platforms.
- Developing micro-service-oriented applications.
- Interact with stakeholders of the applications being developed.
- Must have experience in Java JEE, Spring Framework, and Microservices
- Experience in SQL and JDBC
- Experience in build tools Maven, git
- Good to have experience in Cloud Platforms AWS, Azure is a plus
Key Responsibilities:
- Analyze and report on quality trends, root causes, and areas for improvement.
- Ensure compliance with internal policies, industry standards, and client specifications.
- Assist in developing and improving quality assurance processes, procedures, and templates.
- Perform audits, inspections, and evaluations of processes and systems.
- Provide feedback and training to staff on quality issues and performance metrics.
Key Skills:
- Strong analytical and problem-solving skills
- Attention to detail
- Excellent written and verbal communication
- Proficiency in using QA/testing tools and software
Oister Global (www.oisterglobal.com) is India’s premier Alternative Assets Manager. We combine robust diligence, deep domain expertise, and an extensive network to create high quality private market opportunities for our investors.
We are seeking a Senior Backend Developer who will be pivotal in architecting and developing scalable, reliable backend systems from scratch. You will work closely with product managers, designers, and other engineers to build new products, design backend architectures, and ensure high performance and responsiveness of the systems. This role requires strong backend fundamentals, cloud experience, a deep understanding of databases, and a passion for system design and architecture.
Key Responsibilities:
● Product Development: Architect, design, develop, test, and deploy new backend products and features from scratch.
● System Design: Take ownership of system design and architecture decisions for new modules, ensuring scalability, reliability, and security. ● API Development: Build efficient and reusable APIs and backend services using Node.js.
● Database Management: Design data models, optimize queries, and manage MongoDB clusters efficiently.
● Cloud Management: Deploy, maintain, and optimize services on AWS, ensuring high availability and performance.
● Best Practices: Maintain coding standards, ensure code reviews, and champion best practices in security, testing, and maintainability.
● Collaboration: Work closely with frontend developers, product managers, QA, and other cross-functional teams to define, design, and ship new features.
● Performance Optimization: Monitor system performance and ensure system uptime and responsiveness.
● Mentorship: Provide guidance and mentorship to junior developers as required.
● Documentation: Maintain thorough documentation of systems, processes, and best practices. Must-Have
Qualifications:
● Education: Bachelor’s degree in computer science, Software Engineering, or a related technical field.
● Experience: 4–5+ years of hands-on backend development experience.
● Expertise in: Node.js (Express.js, Nest.js or similar frameworks) MongoDB (including indexing, replication, sharding concepts) AWS Services (EC2, S3, Lambda, RDS, API Gateway, CloudWatch, IAM, etc.) Proficient in: System design principles Microservices architecture Event-driven architecture Strong understanding of: RESTful APIs.Authentication and authorization best practices (OAuth, JWT) Experience with: CI/CD pipelines Docker and containerization principles Hands-on experience in: Building scalable, distributed, and fault-tolerant systems Good knowledge of : Logging, monitoring, and debugging distributed applications
Skills:
Excellent verbal and written communication.
Strong leadership and management skills.
Must have excellent interpersonal skills.
Sound knowledge of MS Office, word and Email correspondence.
Knowledge of E-commerce online portals.











