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Team Manager Thg Fulfilment Omega in India

2,112 active opportunities · Updated October 2026

Explore current team manager thg fulfilment omega jobs across India. Filter by work mode, employment type, experience, department, date posted and distance.

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📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

SonicWall is a cybersecurity forerunner with more than 30 years of expertise and is recognized as a leading partner-first company, ensuring our partners and their customers are never alone in the fight against cybercrime. With the ability to build, scale and manage security across the cloud, hybrid and traditional environments in real-time, SonicWall provides relentless security against the most evasive cyberattacks across endless exposure points for increasingly remote, mobile and cloud-enabled users. With its own threat research center, SonicWall can quickly and economically provide purpose-built security solutions to enable any organization—enterprise, government agencies and SMBs—around the world. For more information, visit www.sonicwall.com or follow us on Twitter , LinkedIn , Facebook and Instagram . Responsibilities: Design and develop new software features on SonicWall firewall product-line. Able to deliver features on time, with the highest level of quality, in the best interest of the customer. Facilitate problem diagnosis and prompt resolution for issues reported by customers. Maintain existing software features by implementing enhancements and fixing bugs. Write functional and design specifications, and work with technical publications team for documentation needs. Collaborate with other engineers on code reviews, test case reviews, and process enhancements. Excellent written and verbal communication skills - Ability to work with different groups, teams and projects. Requirements: Master’s degree in computer science or engineering or related field or Bachelor’s degree in Computer Science or Engineering or related field with a minimum of 3-4 years of software development experience. Proficiency in C is a must with 3+ years of experience. Hands on experience with Firewalls, SD-WAN, Routing technologies, VPNs, High Availability is a strong plus. Hands on experience and knowledge of Networking

LinuxRestAgileAI
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📍 Pune, Maharashtra, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

SonicWall is a cybersecurity forerunner with more than 30 years of expertise and is recognized as a leading partner-first company, ensuring our partners and their customers are never alone in the fight against cybercrime. With the ability to build, scale and manage security across the cloud, hybrid and traditional environments in real-time, SonicWall provides relentless security against the most evasive cyberattacks across endless exposure points for increasingly remote, mobile and cloud-enabled users. With its own threat research center, SonicWall can quickly and economically provide purpose-built security solutions to enable any organization—enterprise, government agencies and SMBs—around the world. For more information, visit www.sonicwall.com or follow us on Twitter , LinkedIn , Facebook and Instagram . Requirements Tech / BE in Computer Science, Engineering, or a related field. 6+ years of professional software development experience with a strong focus on frontend development. Strong hands-on experience with js (Vue 3) . Strong proficiency in TypeScript and modern JavaScript (ES6+) . Proficient in HTML5, CSS3 , and responsive web development. Experience with state management libraries such as Pinia, Vuex . Experience integrating and consuming REST APIs . Good understanding of UI/UX principles , frontend architecture, and web performance optimization. Familiarity with component-based design and reusable UI development. Strong problem-solving skills with the ability to troubleshoot and resolve complex frontend issues. Experience with Git and modern development workflows. Self-motivated, well-organized, and a strong team player in a globally distributed setup. Excellent written and verbal communication skills. Preferred Skills Micro-frontend experience Experience with frontend testing frameworks such as Vitest, J

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📍 Pune, Maharashtra, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

SonicWall is a cybersecurity forerunner with more than 30 years of expertise and is recognized as a leading partner-first company, ensuring our partners and their customers are never alone in the fight against cybercrime. With the ability to build, scale and manage security across the cloud, hybrid and traditional environments in real-time, SonicWall provides relentless security against the most evasive cyberattacks across endless exposure points for increasingly remote, mobile and cloud-enabled users. With its own threat research center, SonicWall can quickly and economically provide purpose-built security solutions to enable any organization—enterprise, government agencies and SMBs—around the world. For more information, visit www.sonicwall.com or follow us on Twitter , LinkedIn , Facebook and Instagram . Job Title: Distinguished Engineer - Data Architect Role Overview: We are looking for a Distinguished Engineer- Data Architect to design and build the data foundation for our AI-driven security platform. In this role, you will own the architectural blueprint and core implementation of our data strategy, transforming massive streams of high-velocity network traffic logs, customer configurations, and security alerts into high-performance, ML-ready data fabrics. As part of a lean, elite three-person Data & AI team, you will serve as the ultimate technical authority on data scale, streaming architecture, multi-tenant security, and cost-efficient storage systems. Key Responsibilities: Architect the Core Data Platform: Design, implement, and evolve a unified blueprint for streaming and batch data processing capable of ingesting, normalizing, and storing petabyte-scale, high-velocity security telemetry. Enable AI & Advanced Analytics: Partner directly with the Lead AI Engineer to architect the underlying storage, retrieval systems, and feature stores—including optimal vector database structures and data la

SQLAWSAzureGCP
C
📍 India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Job Title: IRR Regulatory Reporting (13- 20 yrs) Liaise with multiple stakeholders for effective implementation of the system or Regulatory changes; In depth understanding of external/regulatory reportings i.e. IFRS, FinRep, GSIB etc ;recognition of ownership and responsibility for the quality of the reported data Working closely with various stakeholders like Product control, ALCM team and Regulatory Policy to understand, plan and deliver change initiatives including new reporting requirements Providing subject matter expertise, individually and through the team, to stakeholders across business, Risk and Finance, including in the context of strategic business transformation. Supporting management in the continuous enhancement, maintenance and testing of the management action & restructuring processes Proactive and collaborative stakeholder engagement with peers and senior management across Functions, Global Business Lines and Legal Entities to ensure the management actions standards and controls are adhered to and the completeness, accuracy and credibility of all management actions Ensure outputs delivered are of a high quality, reflecting accepted regulatory policy and standards with transparent and robust control procedures that withstand internal and external scrutiny Ensuring the necessary changes are made in the respective processes and controls, to continue to meet all necessary regulatory reporting requirements and tested to deliver the desired results. Operational Effectiveness & Control Continually assess operational risks inherent in the processes, taking account of changing procedures, regulatory requirements, management restructures, and impact of new technology. Effectively drive and manage change, plan business contingency and achieve cross-training. Ensure that there is full compliance with the Global Finance, Internal Control and Objectives Contribute to implementation of effective and efficient process and controls. Pro-active approa

RestAIFinanceHR
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📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

About Sigmoid Sigmoid Analytics is a leading Data solutions company backed by Sequoia Capital. We offer best-in-class end-to-end data value chain capabilities spanning Data Science, Data Engineering, and Data Ops. With data and technology at the core of our solutions, we are solving some of the toughest problems out there. Our culture is modelled around expertise and mutual respect with a team-first mindset. You'll work with teams that push the boundaries of what-is-possible and build solutions that energize and inspire. Offices: New York | Dallas | San Francisco | Lima | Bengaluru The below role is for our Bengaluru office. Role: Associate Director - Delivery About the Role You will lead delivery for large-scale Data Engineering programs, working closely with clients to architect and drive execution of modern data platforms - data pipelines, cloud migrations, lakehouse implementations, and real-time data processing solutions. You will own end-to-end delivery governance across multiple engagements, act as a senior escalation point for clients, and provide technical and delivery leadership to teams building enterprise-grade data engineering solutions. If you enjoy operating at the intersection of technical depth in Data Engineering and delivery leadership, we would like to talk to you. Required Skills & Competencies 15-18 years of experience in Project Delivery, Client Engagement, or Data Engineering Delivery Management, with a significant portion focused on Data Engineering programs. Strong hands-on exposure to Data Engineering tools and technologies, including cloud data platforms Proven experience in Analytics/Consulting/IT Services, managing complex Data Engineering project execution, architecture reviews, and governance. Exposure to US/Global clients, with experience handling client escalations. Ability to manage multiple Data Engineering project teams and pods, mentor Delivery/Engineering Managers and technical leads, and drive engineering process improveme

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📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing

₹7.2L – ₹48L/yr

Quick readStrong listing-quality and freshness signals

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. We are building one of India’s largest commercial video data collection networks and looking for highly driven field operators who can build teams, close business deals, and drive on-ground operations. This is not a desk job. This role is for hustlers who can operate independently, unlock locations, manage people, and deliver results. What You’ll Do Visit factories, shops, workshops, kitchens, warehouses, garages, and other commercial businesses Convince business owners to allow commercial video data collection Build relationships and close partnerships Hire and manage Field Officers (FOs) and Data Collectors (DCs) Ensure daily recordings happen smoothly at business locations Drive collection targets, team productivity, and output quality Expand into new categories and new areas Who Should Apply Field sales executives Business development executives Vendor onboarding professionals Operations hustlers Team leaders who can manage field staff What We’re Looking For Strong communication and convincing skills Ability to hire and manage teams on the ground Ownership mindset and high energy Comfortable with travel and field work Ability to work independently without constant supervision Earnings & Growth 💰 Earn ₹60,000 to ₹4,00,000/month based on: Hours delivered Team performance Categories unlocked Operational consistency High performers can grow fast and handle multiple cities/regions. Work Details Location: Across India Mode: Field + Operations High travel involved Success in This Role You will succeed

RestAIGoRust
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📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing

From ₹2.4L/yr

Quick readStrong listing-quality and freshness signals

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. 📍 Location: Koramangala, Bangalore 🕒 Working Days: 6 days/week, 1 rotational weekly off ⏰ Shift Timings: 9:00 AM – 7:00 PM (Standard office hours) 💼 Experience: Fresher (0–1 year) 📅 Contract Duration: 3 Months About the Role We are looking for a highly motivated and highly organized Talent Acquisition Intern to join our team at Instawork. In this role, you will get hands-on experience working on end-to-end recruitment, serving as the critical bridge between our hiring teams and prospective candidates. If you enjoy speaking with people, thrive in a fast-paced environment, and want to build a strong foundation in human resources and talent acquisition, this opportunity is a great starting point. Key Responsibilities Manage End-to-End Recruitment: Support the full recruitment lifecycle for various open positions. High-Volume Outreach: Source, screen, and make 100–150 outbound calls daily to prospective candidates. Interview Coordination: Take ownership of lining up and scheduling interviews between candidates and internal hiring teams. Candidate Communication: Manage ongoing follow-ups, gather feedback, and ensure a smooth and positive candidate experience throughout the hiring journey. Data Management: Maintain accurate and up-to-date records of calls, candidate statuses, and interview schedules. Requirements Excellent verbal communication skills with a confident and professional phone presence. Strong organizational skills, multitasking abilities, and exceptional attention to detail (crucial for inter

RestAIGoRust
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📍 Bengaluru, India· Full-time
✓ High-confidence listingCompany trend -72.3%
Quick readStrong listing-quality and freshness signals

Secure Every Identity, from AI to Human Identity is the key to unlocking the potential of AI. Okta secures AI by building the trusted, neutral infrastructure that enables organizations to safely embrace this new era. This work requires a relentless drive to solve complex challenges with real-world stakes. We are looking for builders and owners who operate with speed and urgency and execute with excellence. This is an opportunity to do career-defining work. We're all in on this mission. If you are too, let's talk. The Senior Alliance Solutions Engineer Opportunity Okta believes in Partners and, together with our technology, will help take Identity mainstream and consolidate our position as a Leader in the market. Partner Solutions Engineers are dedicated to growing Okta business through the Channel, working closely with Regional Alliance Managers, Sales Representatives, Marketing and Partner Enablement. As a Partner Solutions Engineer at Okta, you will have an opportunity to be a well-respected technical expert, building strong, long standing relationships with key Partners and Global System Integrators, supporting both global and India markets. You will become your partners’ trusted advisor for anything Identity and Access Management related and will help them understand how Okta can best fit in their Go-To-Market (GTM) Strategy, integrate with their current offerings, help evangelize partner solutions within the Okta field teams and lead our partners in building Okta practices that deliver exceptional customer outcomes. *This role requires in-person onboarding and travel to our San Francisco, CA HQ office during the first week of employment. What you’ll be doing Build and manage technical relationships with assigned Partners and team with the assigned Okta Partner Account Team Drive incremental revenue through increased Okta solution sales with the support of Strategic Partners and their GTM strategies. Develop domain expertise and tho

JavaScriptPythonJavaNode.js
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📍 Bengaluru, India· Full-time
✓ High-confidence listingCompany trend -72.3%
Quick readStrong listing-quality and freshness signals

Secure Every Identity, from AI to Human Identity is the key to unlocking the potential of AI. Okta secures AI by building the trusted, neutral infrastructure that enables organizations to safely embrace this new era. This work requires a relentless drive to solve complex challenges with real-world stakes. We are looking for builders and owners who operate with speed and urgency and execute with excellence. This is an opportunity to do career-defining work. We're all in on this mission. If you are too, let's talk. About The Team Global Innovation Center SE team (Presales): Over the last 3 years, Okta in Bangalore has fueled our growth around the world. The Global Innovation Center Presales team has been a crucial part of this growth. We are expanding this team made up of exceptional high-performing individuals. In this team, you will focus on being a customer-facing solution engineer crafting identity and security solutions for commercial segments in the US, ranging from digitally native start-ups to scaling SMBs. As a Solutions Engineer you will: Support our customers along their sales journey by showing them the value of the Okta technology through live demonstrations and sales presentations. Sell directly to IT managers, developers, product managers, and occasionally more senior executives across various industries.. Have a focus on our Okta Workforce Identity solutions and be able to model how this solution will support their current architecture requirements and use cases Execute well-defined, outcome-focused POCs Maintain a broad and deep technical understanding of the Okta product line and the underlying technologies and protocols Occasionally participate in local and regional events evangelising Okta as a presenter and an attendee. We are looking for: Ability to work in the EST Time Zone A minimum of 5 years of working experience in IAM or a related SaaS field as a pre-sales engineer. Expertise or hands-on experience in IAM, single sign-on, multi-factor authe

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📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listingCompany trend -94.7%
Quick readStrong listing-quality and freshness signals

About Ema Ema is building the world’s leading Agentic AI platform to transform enterprise productivity. We enable organizations to delegate repetitive tasks to Ema, the Universal AI Employee, delivering 10x gains in workforce efficiency, across functions. Founded by former executives from Google, Coinbase, Flipkart, and Okta, our team includes engineers from premier tech companies and graduates of Stanford, MIT, UC Berkeley, CMU, and IITs. We are backed by industry leading investors including Accel, Naspers/Prosus, Section32, and angels like Sheryl Sandberg and Dustin Moskovitz. Headquartered in Silicon Valley and with offices in London, Bangalore and Vancouver, Ema is at the frontier of what Agentic AI can do in production — we ship real systems that run real business processes at scale. About the role As Ema scales, our corporate IT environment tools, access, devices, and compliance has outgrown an ownership-by-default model. We're hiring an IT Engineer to own it end to end. This is not a traditional helpdesk role. Ema is an agentic AI company, and we expect our own internal operations to reflect that. You'll run corporate IT while systematically automating it, using agentic tooling to remove the manual work rather than absorbing it. The measure of success in this role is how little of it remains manual after a year and every employee’s experience is great. What you'll do Agentic Workflows & Automation: Treat every recurring manual task as an automation candidate, extending existing systems and leveraging AI coding tools to design autonomous workflows. Automated Identity & Access: Shift JML lifecycles, including global employee onboarding, Okta/SCIM provisioning, and access reviews from ticket-driven processes to policy-driven automation. SaaS Lifecycle Automation: Programmatically maintain tool inventories, track utilization, and reclaim unused licenses automatically. Automated Endpoint Security: Manage fleet MDM while automating OS patching, encryption b

PythonAIGoExcel
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📍 Bengaluru, India· Full-time
✓ High-confidence listingCompany trend -72.3%
Quick readStrong listing-quality and freshness signals

Secure Every Identity, from AI to Human Identity is the key to unlocking the potential of AI. Okta secures AI by building the trusted, neutral infrastructure that enables organizations to safely embrace this new era. This work requires a relentless drive to solve complex challenges with real-world stakes. We are looking for builders and owners who operate with speed and urgency and execute with excellence. This is an opportunity to do career-defining work. We're all in on this mission. If you are too, let's talk. We are looking for a high-impact Senior Software Engineer in Test (Sr. SET) to join our QA Core Team. In this role, you will partner closely with Infrastructure, Release Engineering, and Development teams to drive high availability, build scalable test automation, and optimize CI/CD release pipelines. You will take ownership of release-based testing, system observability, and automation services to ensure that weekly software releases are delivered seamlessly and with high quality across mission-critical systems. Key ResponsibilitiesTest Automation & System Quality Design, implement, and maintain scalable test automation frameworks for both server- and client-side systems using Java, TestNG, JUnit, and Selenium. Develop and execute comprehensive end-to-end and system test plans to validate new software changes against existing customer deployment patterns. Set up and manage automated test configurations, lab environments, and containerized test setups using Docker. Perform release-based validation, ensuring full compatibility, high availability, and uptime across weekly deployment cycles. CI/CD Pipeline Maintenance & Optimization Troubleshoot, debug, and optimize CI/CD pipelines (Jenkins, GitHub Actions, CircleCI, Buildkite) to reduce test execution times and eliminate flaky builds. Manage and optimize Maven-based build structures, dependency management, and automated release workflows. Write operational automation scripts using Python, Bash, or Gro

PythonJavaSQLAWS
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📍 Bengaluru, India· Full-time
✓ High-confidence listingCompany trend -72.3%
Quick readStrong listing-quality and freshness signals

Secure Every Identity, from AI to Human Identity is the key to unlocking the potential of AI. Okta secures AI by building the trusted, neutral infrastructure that enables organizations to safely embrace this new era. This work requires a relentless drive to solve complex challenges with real-world stakes. We are looking for builders and owners who operate with speed and urgency and execute with excellence. This is an opportunity to do career-defining work. We're all in on this mission. If you are too, let's talk. About the Team The Professional Services R&D team is a new, dynamic group at the forefront of innovation within Okta. Our mission is to design and build reusable, scalable assets and tools that empower our delivery teams and partners. By making customer engagements more efficient, streamlined, and cost-effective, we directly contribute to our customers' success and accelerate their time-to-value with Okta. This is a unique opportunity to join a strategic team from the ground up and shape the future of Okta's professional services. Position Summary As a Software Engineer on the R&D team, you will be a key player in developing the next generation of professional services assets. You will have the opportunity to work with a wide array of technologies, including Java, React, Node, Python, and .NET, to create solutions that will be leveraged by thousands of customers globally. We are looking for a creative and passionate engineer who thrives in a fast-paced, collaborative environment and is excited about building tools that have a massive impact. Responsibilities Design, develop, test, and deploy high-quality, reusable software assets and tools. Collaborate with technical architects, delivery consultants, and product managers to identify opportunities for innovation and define project requirements. Write clean, maintainable, and well-documented code across a variety of technology stacks. Create proofs-of-concept and prototypes to explore new ideas and te

PythonJavaReactNode.js
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📍 Gurugram, India· Full-time
✓ High-confidence listingCompany trend -69.6%

From ₹17.5L/yr

Quick readStrong listing-quality and freshness signals

Airbnb was born in 2007 when two hosts welcomed three guests to their San Francisco home, and has since grown to over 5 million hosts who have welcomed over 2 billion guest arrivals in almost every country across the globe. Every day, hosts offer unique stays and experiences that make it possible for guests to connect with communities in a more authentic way. The Community You Will Join: Our small and extremely capable team of Gurgaon-based colleagues strive to make the impossible happen for our inbound and outbound travelers within this big and diverse market. ACC is providing varied services under Community Support thereby providing world-class customer experience to our customers. Besides this, ACC is also building deep capabilities for different verticals like Homes, Finance Technology Group, Finance Shared Services, Payments, Analytics, etc. The Payments (Payments Risk and Compliance Team) team’s mission is to keep the online payment ecosystem safe and optimized to enable anyone, anywhere to pay and be paid with confidence, create a world-class compliance organization and have a data driven approach to building an innovation friendly, scalable compliance program. Our goal is to ensure that Airbnb Payments can grow in a safe fashion, with risks appropriately measured and mitigated. The Difference You Will Make: The KYC Supervisor supports Airbnb’s Global Payments Operations. This position is a combination of responsibilities that includes leadership support, Compliance ops expertise and project coordination. This role requires building and maintaining relationships with the following stakeholders, outside your Reporting line: Project Managers, Operations Analyst, Partner Management, Foundation team, Product and Engineering team Content, Policy, Training, Quality, Partners, as potential Cross-functional Areas of Focus* A Typical Day: Manage day-to-day operations, staffing, and scheduling for Core Operations Serve as subject matter expert; handle escalated o

AIGoExcelFinance
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📍 India· Full-time· Remote
✓ Quality checkedCompany trend +25%

Who we are At Twilio, we’re shaping the future of communications, all from the comfort of our homes. We deliver innovative solutions to hundreds of thousands of businesses and empower millions of developers worldwide to craft personalized customer experiences. Our dedication to remote-first work , and strong culture of connection and global inclusion means that no matter your location, you’re part of a vibrant team with diverse experiences making a global impact each day. As we continue to revolutionize how the world interacts, we’re acquiring new skills and experiences that make work feel truly rewarding. Your career at Twilio is in your hands. . Hiring and how we work We use Artificial Intelligence (AI) to help make our hiring process efficient. That said, every hiring decision is made by real Twilions! Also, while we are a remote-first company, you may be asked to report in person on an ad-hoc basis for team gatherings, functional off-sites or customer meetings. . See yourself at Twilio Join the team as Twilio’s next Staff, Software Engineer(L4) About the job This position is needed to help build IAM products and features our customers will love being part of our amazing Identity Platform Team in Bangalore, India. Our mission is to provide a mission-critical authentication and authorization platform that unlocks secure product experiences that customers love. Responsibilities In this role, you’ll: Design, develop, and implement high-quality Java-based applications and microservices. Collaborate with cross-functional teams to define, design, and ship new features. Participate in code reviews to ensure code quality and adherence to coding standards. Troubleshoot and debug issues to ensure smooth application performance. Own and operate, high-scale cloud based systems and services. Document technical specifications and procedures. Manage your work through the use of Github, Jira, and our build/deploy systems. Qualifications Twilio

JavaSQLMySQLAWS
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📍 Bengaluru, KARNATAKA, India· Full-time
✓ Quality checkedCompany trend -100%

Who we are About Stripe Stripe is a financial infrastructure platform for businesses. Millions of companies - from the world’s largest enterprises to the most ambitious startups - use Stripe to accept payments, grow their revenue, and accelerate new business opportunities. Our mission is to increase the GDP of the internet, and we have a staggering amount of work ahead. That means you have an unprecedented opportunity to put the global economy within everyone's reach while doing the most important work of your career. About the team At Stripe, our Bengaluru office is a vibrant hub at the forefront of our mission to reshape the financial landscape for businesses worldwide. Our team prioritizes collaboration, innovation, and excellence. As a member of the Bangalore team, you'll be part of a mission-driven community dedicated to enhancing the global economy and increasing the GDP of the internet. We strive for excellence by creating with craft and beauty, while having fun and celebrating our successes together. We cultivate a culture of collaboration, inclusivity and support where every team member’s voice matters. Our commitment shines through as we handle over a million support cases each year, empowering our users not just to solve problems but to achieve their goals. What you’ll do We’re hiring a hands-on Verification Risk Ops Associate to support large-user special handling, migrations, and ORR activities. This person will review KYC/KYB docs, run data queries and reports, manage queues and routing, troubleshoot with users, and lead large-scale migrations and grace-period deployments. Responsibilities Plan, lead and execute large-user migrations end-to-end: coordinate technical steps, apply migration-based grace periods (AMP), monitor progress, resolve blockers, and ensure smooth onboarding at scale. Run and interpret Hubble/SQL queries and build simple dashboards to track migration status, rejection rates/types, SLAs, and backlogs; use data to set priorities and

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