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Team Lead Issue Receipt Scraps in India

1,882 active opportunities · Updated October 2026

Explore current team lead issue receipt scraps 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

About Sigmoid: Sigmoid empowers enterprises to make smarter, data-driven decisions by blending advanced data engineering with AI consulting. We collaborate with some of the world’s leading data-rich organizations across sectors such as CPG-retail, BFSI, life sciences, manufacturing, and more to solve complex business challenges. Our global team specializes in cloud data modernization, predictive analytics, generative AI, and DataOps, supported by 10+ delivery centers and innovation hubs, including a major global presence in Bengaluru and operations across the USA, Canada, UK, Netherlands, Poland, Singapore, and India. Recognized as a leader in the data and analytics space, Sigmoid is backed by Peak XV Partners and has consistently received accolades for innovation and rapid growth. Highlights include being named a ‘Leader’ in ISG’s Specialty Analytics Services for Supply Chain (2024), a two-time ‘India Future Unicorn’ by Hurun India, and a four-time honoree on both the Inc. 500 and Deloitte Technology Fast 500 lists. The below role is for our Bengaluru office. Director – Data Science Why Join Sigmoid? Sigmoid provides the opportunity to push the boundaries of what is possible by seamlessly combining technical expertise and creativity to tackle intrinsically complex business problems and convert them into straight-forward data solutions. Despite being continuously challenged, you are not alone. You will be part of a fast-paced diverse environment as a member of a high-performing team that works together to energize and inspire each other by challenging the status quo Vibrant inclusive culture of mutual respect and fun through both work and play Roles and Responsibilities: Convert broad vision and concepts into a structured data science roadmap, and guide a team to successfully execute on it. Handling end-to-end client AI & analytics programs in a fluid environment. Your role will be a combination of han

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📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing
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. Rig / Productivity Team - Intern Function: Operations – Rig Data Processing & Productivity Work Mode: On-site Shift: 9:00 AM to 6:00 PM Role Overview The Rig / Productivity Team is responsible for ensuring that recorded field data is uploaded, reconciled, validated, and made ready for reuse. The role combines two critical functions: processing SD card data and reviewing recorded videos to determine whether the data is valid. The team ensures that every uploaded batch is accounted for, SD cards are returned to inventory within the expected turnaround time, and valid-data assessments are completed accurately. No shortcuts in data handling, no unexplained pending work, and no compromise on data quality. What You'll Own - Rig: Complete the upload-to-return cycle for SD cards, ensuring data is uploaded successfully before cards are formatted and returned to inventory. - Productivity: Review recorded videos and accurately determine valid vs. invalid data. - Maintain complete visibility of pending work, turnaround time, and any data-related issues. - Ensure that every batch is processed in the correct sequence and that no data is skipped or misrepresented. Key Responsibilities 1. SD Card Data Processing & Upload - Receive reconciled SD cards from the inventory team. - Upload recorded data to the cloud as per the defined process. - Verify that uploads are completed successfully before proceeding to formatting. - Track uploaded, pending, and failed uploads. - Report any corrupt cards, upload failures, or

RestAIGoRust
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📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing
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. About the Role We are seeking a proactive, detail-oriented, and high-energy Office Coordinator to oversee the day-to-day functions, facilities, and workplace culture of our Bangalore offices . Reporting directly to the Office Manager, you will be the heartbeat of our local workspace—ensuring a clean, seamless, and highly productive environment for our team. If you are a collaborative problem-solver who thrives on operational efficiency, vendor management, and creating an amazing workplace experience, we want to hear from you! Working days - 6 days/week Key Responsibilities 🏢 Facilities & Office Operations Daily Functions: Own the upkeep of common areas, workspaces, and conference rooms, ensuring all furniture and audio/video (AV) equipment are fully operational. Vendor & Supply Management: Proactively manage relationships with external service providers (property management, furniture vendors, snack/catering programs, custodial services, etc.) and keep office supplies fully stocked. Ticketing & Support: Provide timely, high-quality responses to internal service requests assigned to the facilities queue. Space Planning: Assist the Office Manager with employee seating arrangements, desk allocations, and office layout planning. Cross-Functional Support: Coordinate with onsite facility staff and address ad hoc projects directed by the IT, People (HR), and Finance teams as aligned with the Office Manager. 🎉 Culture & Employee Engagement Cultural Stewardship: Act as a culture champion by supp

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

From ₹3L/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. Be part of a cutting-edge AI data collection project, capturing real-world actions and annotating video footage to train next-generation robotics. 📍Location: Marathalli, Bengaluru 📍 Shift: Morning: 6:00 AM– 2:30 PM | 📍Evening: 1:00 PM – 8:00 PM 📍 Salary: ₹25,000/month +Incentives 📍 Work Location: Airbnb / Kitchen Setup About the Role We are looking for motivated individuals to join our data collection team for an AI robotics project. As a Data Collector & Annotator, you will record structured video footage of real-world tasks and annotate the recordings to help train robotic systems. This role operates across two environments — household setups (Airbnb locations) and a kitchen setup — depending on your assigned location. Your shift and location will be confirmed at the time of onboarding. No prior experience in AI or technology is required. Full training is provided before you begin work. Key Responsibilities • Record structured video footage of assigned tasks using a camera device (iPhone on chest mount) • Follow the prescribed annotation format — clearly stating task names, commands, and action sequences during recording • Perform physical actions accurately as per the task list assigned for the shift • Submit demo recordings within the designated time window for quality review • Maintain consistent quality standards as trained — script compliance, action accuracy, and environment setup • Follow guidance from the Supervisor, Trainer, and Live QA during the shift • Complete the s

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

At Dscout, we’re building the most flexible and powerful UX research platform on the market—trusted by the world’s top brands in finance (JP Morgan Chase, Intuit, Charles Schwab, PayPal), healthcare (Aya, Headspace), consumer goods (Keen, Verizon, Target, Northface), and tech (Google, Amazon, Facebook, Meta, Spotify, AirBnB). Our tools help teams deeply understand the humans behind their products, so they can build better ones. We are expanding our smart and driven team and would love for you to join us. Building AI-native products is a different problem than building deterministic software: the same input won't always produce the same output. Good product engineering here means designing experiences that stay useful, trustworthy, and easy to understand even when the AI underneath doesn't behave the same way twice — and knowing when that's a product design problem, not just a model problem. We're looking for a Software Engineer with 2-7 years of experience who thinks like a product owner, not just an implementer. You're comfortable being handed a vague, half-formed problem and figuring out what's actually worth building. You default to empathy for the researcher or participant on the other end of the screen, and you'd rather ship something real and learn from it than wait for a perfect spec. You're fluent enough with modern LLM-based systems to build good product experiences on top of them, even if tuning the model itself isn't your job. What you'll do Own end-to-end delivery of product features — from an ambiguous problem statement to shipped, working software real researchers and participants use Partner directly with Product and Design to help define what should be built, not just how to build it Use our design system to make sound, independent calls on smaller UX and interaction decisions, and know when a change is big enough to loop Design in Build the product surfaces (web app flows, dashboards, in-product controls) that make AI-driven behavior understand

RestAIGoRust
D
📍 India· Full-time· Remote
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

At Dscout, we’re building the most flexible and powerful UX research platform on the market—trusted by the world’s top brands in finance (JP Morgan Chase, Intuit, Charles Schwab, PayPal), healthcare (Aya, Headspace), consumer goods (Keen, Verizon, Target, Northface), and tech (Google, Amazon, Facebook, Meta, Spotify, AirBnB). Our tools help teams deeply understand the humans behind their products, so they can build better ones. We are expanding our smart and driven team and would love for you to join us. AI native product is fundamentally different engineering problem than building deterministic software: the same input won't always produce the same output, and "working" means the agent behaves well across the full distribution of real world scenarios, not that it passes a fixed test suite. We're looking for an Applied AI Engineer with 2-5 years of experience building and shipping AI systems used by professionals at enterprise. You're comfortable working with modern LLM-based systems and agentic workflows, and you know how to turn powerful models into reliable product features. You have strong product judgment and think deeply about tradeoffs between LLM approaches and traditional ML when designing solutions. You care about evaluation, iteration speed, and making sure AI systems actually drive measurable business impact reliably . What you'll do Own the production improvement loop across agent behavior, customer and operator feedback, evaluation, experimentation, and verified business outcomes Instrument agent workflows so model interactions, tool use, decisions, failures, human edits, and downstream outcomes can be understood in context Define meaningful quality standards, representative evaluation datasets, regression coverage, and production monitoring. Investigate why agents underperform across context, knowledge, instructions, tools, routing, guardrails, or workflow design Design and ship targeted behavior improvements, including changes to prompting, cont

RestAIGoRust
SI
📍 Mumbai, Maharashtra, India· Full-time
✓ High-confidence listingCompany trend -64.7%
Quick readStrong listing-quality and freshness signals

Assistant Hospitality Manager Job Description Assist the Hospitality Manager in managing day-to-day catering and hospitality operations at the site. Supervise cafeteria food service housekeeping and front-of-house operations to ensure smooth service delivery. Ensure compliance with SOPs food safety standards FSSAI requirements HACCP guidelines and company policies. Monitor food quality portion control presentation hygiene and service standards. Coordinate with chefs service staff housekeeping stores vendors and client representatives for smooth operations. Manage and supervise staff attendance deployment grooming discipline and performance. Conduct regular kitchen and cafeteria inspections and ensure corrective actions are implemented. Monitor food temperatures cleaning schedules pest control sanitation and hygiene records. Assist in menu planning menu implementation and customer feedback management. Handle client complaints and customer feedback and coordinate with the operations team for timely resolution. Monitor stock levels FIFO/FEFO practices food wastage and inventory control. Coordinate with procurement and vendors to ensure timely availability of food consumables and operational supplies. Prepare and maintain daily/monthly operational reports checklists audit records and MIS. Support internal client and statutory audits including preparation and closure of observations. Assist with cost control manpower planning and budget management. Conduct staff briefings and training on food safety hygiene service standards and workplace procedures. Ensure proper execution of special events VIP services meetings and catering requirements. Address: Karjat Facility: UNIVERSAL BUSINESS SCHOOL - MUMBAI Qualification: Graduate Experience: 4 - 5 years Source: Sodexo India | Job Code: IJP574532

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📍 India· Full-time· Remote
✓ High-confidence listingCompany trend +42.9%
Quick readStrong listing-quality and freshness signals

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 our next Software Engineer Intern for a duration of 6 months, starting on January 12th 2027. About the job This position is needed to design, develop, deploy and operate software solutions and help Twilio deliver real-time, low latency capabilities for next-generation communications. Twilio Interns in Software Engineering are eager to learn and inspire and like to think at scale and meet high availability goals, bringing a focus to solving resiliency, latency and quality challenges in our virtualized cloud environment. Software Engineers want to develop technical skills and industry experience while working on complex distributed systems. Responsibilities As a Software Engineer Intern you will experience the following - Be a Software Engineer, not just an "intern". Ship many different projects during the 6 months. Learn from passionate engineers at Twilio who solve problems in distributed computing, real-time DSP (audio pr

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📍 Gurugram, India· Full-time
✓ High-confidence listingCompany trend -65%

From ₹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: As a member of the Airbnb Customer Support team, you'll play a vital role as a Resolution Specialist within the volume tiers. Resolution Specialists serve as our initial point of contact, addressing community inquiries and concerns. Our community relies on us for: Accessible support that’s easy to find Faster resolution, preferably first time A team that’s there for them in times of urgent need Support that’s built around them The Difference You Will Make: Provide courteous and efficient service to the worldwide Airbnb community Be a first point of contact to handle and resolve customer complaints Respond professionally to inbound and outbound phone calls, emails, messages, including any urgent situations Identify and escalate issues appropriately Compose thoughtful and accurate messages or customize prepared responses to customer emails Utilize available resources to research and troubleshoot problems effectively Investigate from the existing knowledge resources to provide resolution Mediate situations between users with empathy and fairness Monitor and control numerous concurrent tasks in tandem Be ambassadors embodying knowledge, empathy, and accountability Proactively strive to meet targets and goals independently A Typical Day: Job Family : Operations (Resolutions) Inbound and outbound calling process, messages and email support Resolving customer queries in a timely manner 24x7 shifts with rotational week offs, primarily supporting North America time zones Navigate competing priorities in all kinds of environment Job location: Gurgaon Your Expertise: Graduate with

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📍 Bengaluru, India· Full-time
✓ High-confidence listingCompany trend -70.7%
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 -93.7%
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

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

Since 2003, Entrata has evolved from a visionary, student-led startup into a global leader in AI-driven property management technology. Today, we power the industry's most essential operating system, serving owners and residents worldwide through a comprehensive suite of intelligent leasing, payment, and communication tools powered by cutting-edge AI. With a proven track record of sustained growth and a global team of more than 2,200 employees, we offer the rare combination of established stability and high-velocity innovation. Recognized by the Silicon Slopes Hall of Fame and the Utah Business Fast 50, Entrata fosters a culture of radical transparency and entrepreneurial energy. At Entrata, we create an environment where different perspectives are valued and respected. Those perspectives challenge assumptions, strengthen our decisions, and raise the bar as we reshape the global living experience through AI-powered solutions. IntroductionAs an Invoice Acquisition Specialist based in India, you will play a crucial role in providing utility and invoice management services to our portfolio of clients. You will be responsible for ensuring the accurate and timely receipt of client invoices, maintaining our high standards for accuracy and efficiency. This role requires exceptional English-speaking skills and the ability to work night shifts to cater to clients primarily based in the United States.

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📍 India· Full-time· Remote
✓ High-confidence listingCompany trend +42.9%
Quick readStrong listing-quality and freshness signals

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 Marketing Operations Specialist About the job This position is needed to oversee the planning, execution, and optimization of campaign operational requests. Reporting to the Manager, Marketing Campaign Operations, this role will be the operational backbone of our campaign initiatives. Responsibilities In this role, you’ll: Collaborate with stakeholders to develop campaign strategies, timelines, and objectives Build, test and execute marketing campaigns across various platforms Prioritize, track and document campaign request updates via project management software (Jira) Optimize internal processes to improve efficiency and reduce bottlenecks Resolve roadblocks and issues as needed to meet campaign goals Qualifications Twilio values diverse experiences from all kinds of industries, and we encourage everyone who meets the required qualifications to apply. If your career is just starting or hasn't followed a tradition

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📍 Bengaluru, India· Full-time
✓ High-confidence listingCompany trend -78.6%
Quick readStrong listing-quality and freshness signals

GitLab is the intelligent orchestration platform for DevSecOps. GitLab enables organizations to increase developer productivity, improve operational efficiency, reduce security and compliance risk, and accelerate digital transformation. More than 50 million registered users and more than 50% of the Fortune 100* trust GitLab to ship better, more secure software faster. The same principles built into our products are reflected in how our team works: we embrace AI as a core productivity multiplier, with all team members expected to incorporate AI into their daily workflows to drive efficiency, innovation, and impact. GitLab is where careers accelerate, innovation flourishes, and every voice is valued. Our high-performance culture is driven by our values and continuous knowledge exchange, enabling our team members to reach their full potential while collaborating with industry leaders to solve complex problems. Co-create the future with us as we build technology that transforms how the world develops software. * Fortune 500® is a registered trademark of Fortune Media IP Limited, used under license. Claim based on GitLab data. Fortune 100 refers to the top 20% ranked companies in the 2025 Fortune 500 list, published in June 2025. Fortune and Fortune Media IP Limited are not affiliated with, and do not endorse products or services of GitLab. An overview of this role As a Senior Engineering Manager, Continuous Deployment at GitLab, you'll build and manage a globally distributed team focused on Continuous Deployment capabilities within GitLab's artificial intelligence-powered DevSecOps platform. You'll hire engineers, shape how the team works, and guide delivery of a reliable product experience for customers. Your team will build a Continuous Deployment engine that goes beyond script execution. It will reconcile live state, coordinate durable workflows, and support artificial intelligence-native governance. You'll align technical direction with customer needs and busin

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