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Design Quality Engineer in Bengaluru

328 active opportunities · Updated October 2026

Explore current design quality engineer jobs in Bengaluru. Filter by work mode, employment type, experience, department, date posted and distance.

A
📍 Bengaluru, India
✓ High-confidence listingCompany trend -61.1%
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 The Analytics Centre of Excellence (ACOE) at Airbnb, based in India, is a hub of knowledge and expertise that aims to provide data-driven decision-making, enabling Airbnb's business goals. The ACOE's vision is to build a world-class analytics organization that provides scalable analytics. We work with various business functions such as payments, trust, digital, customer support, hosting, sales,social, compliance, risk, platforms and partnership & economics. The ACOE's delivery framework is designed to provide relevant and contextual insights for data-driven decisions. This includes a one-stop solution for metrics, dashboards driving actionable insights, optimization of performance, experimentation, measuring pre/post feature impact, sizing the ROI of opportunities, prioritization of opportunities, anomaly-driven alerting mechanisms, root cause analysis of metric deviation, and exploratory hypothesis testing. The Difference You Will Make ACOE is seeking a Lead, Advanced Analytics, Marketplace to help Airbnb enable travel for millions of guests and hosts on our platform. This individual will play a pivotal role in supporting strategic business and product initiatives through detailed data analysis, metrics creation, statistical modeling, and the development of reporting tools and metrics. The individual will be instrumental in driving business and product decisions across topic areas across the company. A Typical Day Design and build metrics / dimensions to monitor product and business performance. Build sophisticated reporting, analytical tools, and dashboards that emp

PythonSQLAITableau
E
📍 Bengaluru, India
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Everpure (NYSE: P) has evolved from storage pioneer to data platform, closing fiscal 2026 with $3.7 billion in revenue, its first billion-dollar quarter, and accelerating growth into FY27. Our strategic agenda spans the companies defining the next era of technology - hyperscalers, AI labs, the AI hardware supply chain, data platform providers, and the broader AI ecosystem. This type of work—work that changes the world—is what the tech industry was founded on. So, if you're ready to seize the endless opportunities and leave your mark, come join us. THE ROLE As a Business Intelligence Analyst, you will partner with business stakeholders and functional teams to turn metrics into clear BI requirements, dashboards, and reports — with AI woven into every part of the workflow, from requirement gathering to dashboard build to automation. WHAT YOU'LL DO Partner with Business Stakeholders and Functional Teams — Work across teams to understand metrics and document clear business requirements for BI analyses, reports, and dashboards. Use AI tools (e.g., Claude, ChatGPT, Copilot) to speed up requirement gathering, summarize stakeholder inputs, and draft documentation. Ensure solutions address stakeholder needs while maintaining strong alignment with organizational priorities. Design Interactive Data Visualizations, AI-Enhanced — Build interactive, visually impactful dashboards using Tableau, enhanced with AI-powered insights (trend detection, anomaly flags, natural language summaries). Efficiently source, structure, and process large datasets using Snowflake / Snowflake Cortex, using AI/scripting to speed up data prep. Design dashboards that surface AI-generated insights alongside standard metrics, enabling stakeholders to make data-driven decisions. Drive BI Process Automation with AI — Automate and scale BI workflows using Python, SQL, and AI-assisted coding tools (e.g., Copilot, Claude Code) to write, debug, and optimize scripts faster. Explore agentic workflows to reduce man

PythonSQLAISalesforce
I
📍 Bengaluru, KARNATAKA, India
✓ 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 IRL (Instawork Robotics Labs) Researchers at UC Berkeley have identified a “100,000-year data gap” — the gulf between what trained AI language models and what physical robots actually have to learn from. Closing that gap is the defining infrastructure challenge of the physical AI era. IRL is Instawork’s answer to it. We deploy skilled workers into real commercial and residential environments — kitchens, warehouses, hotel floors, homes — to capture the high-fidelity task data that the world’s leading Robotics labs use to train their foundation models. Read more [ here ] What You'll Do Design and deliver on a learning curriculum for the Operations team that aligns with Instawork’s business objectives and scales with a growing organization; coordinate and administer training Develop a comprehensive onboarding program that encourages new team members to provide premier support for Instawork’s customers and internal stakeholders, as well as prepare them for an intensive operational role managing high volume and nuanced customer requests Collaborate with management to create training plans, develop training modules, and facilitate real-time training for Operations new hires and continuing education for tenured specialists Manage the efficacy of new hire onboarding through continuous process planning, execution, and identifying metrics for the Operations learning curriculum Establish methods for measuring and reporting on learner engagement, comprehension, and practical application Provide con

AILogistics
BI
📍 Bengaluru, India
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Want to be a bswifter? At bswift we’ve been transforming benefits administration since 1996, making it simpler, smarter, and more human. Our state-of-the-art, cloud-based technology and services empower employees to understand, manage, and love their benefits. From downtown Chicago, and remotely across the country, we serve thousands of companies and millions of people nationwide, reducing administrative burdens and freeing HR teams to focus on creating thriving, people-first workplaces. We’re looking for motivated and goal-driven individuals who share our passion for delivering excellence and creating solutions that make a difference. The reward is a fun, flexible and creative environment with ample opportunity for professional and personal growth. If you love the bswift values of pursue excellence, embrace accountability, deliver superior service, and be a great place to work, we want to hear from you! You will join the team as a Software Developer , responsible for designing, building, and maintaining scalable backend systems and APIs that power web and mobile applications. The role requires proficiency in backend engineering, cloud services (preferably AWS), databases , and developing secure, high-performance systems . You’ll work closely with software developers, product managers, and cross-functional teams to deliver reliable, secure, and performant services that enable seamless user experiences 1. Solution Design & Development Design, develop, and maintain innovative, customer-centric, high-performance, secure, and robust applications. Build and integrate scalable backend services with responsive frontend interfaces. Work with architects and other software engineers to develop scalable solutions 2. System Decomposition & Iterative Delivery Break down large, complex systems into smaller, manageable implementation slices. Use prototypes and iterative delivery to de-risk unknowns and validate assumptions. 3.

TypeScriptJavaNode.jsSQL
E
📍 Bengaluru, India
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Everpure (NYSE: P) has evolved from storage pioneer to data platform, closing fiscal 2026 with $3.7 billion in revenue, its first billion-dollar quarter, and accelerating growth into FY27. Our strategic agenda spans the companies defining the next era of technology - hyperscalers, AI labs, the AI hardware supply chain, data platform providers, and the broader AI ecosystem. This type of work—work that changes the world—is what the tech industry was founded on. So, if you're ready to seize the endless opportunities and leave your mark, come join us. THE ROLE As our Senior Expense Analyst, you will champion Everpure’s global Travel & Expense (T&E) ecosystem, optimizing enterprise Concur systems to ensure seamless financial operations, compliance, and user experiences. Partnering closely with finance, IT, and cross-functional teams, you will drive process automation, strengthen internal SOX controls, and eliminate operational risk. Your analytical insights will directly inform executive decision-making and scale global travel governance. WHAT YOU'LL DO Architect & Optimize Enterprise T&E Systems: Lead end-to-end administration, system configurations, and intelligence reporting within Concur to drive continuous process simplification, workflow automation, and seamless integration across corporate platforms. Strengthen Global Governance & SOX Controls: Establish, monitor, and audit T&E control frameworks aligned with internal SOX practices to prevent fraud, eliminate duplicate reimbursements, and maintain audit readiness across all business units. Deliver Executive Data & Analytics: Design actionable T&E metrics, dashboards, and reporting models for business leaders to enhance spend visibility, optimize travel budgets, and guide strategic financial planning. Drive Process Excellence & Stakeholder Enablement: Facilitate live interactive webinars and training sessions, establish industry best practices, and resolve complex T&E queries

AIProject ManagementFinanceAuditing
Z
📍 Bengaluru, KARNATAKA, India
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

About Zinnov Zinnov is a global management consulting firm that helps organizations make decisions that actually get used — and deliver results that matter. For over two decades, we’ve partnered with leading enterprises, high-growth technology companies, and investors to answer some of the toughest questions they face: Where should we invest? How do we scale globally? What capabilities will win in the next decade? Our work shapes market entry strategies, global operating models, M&A decisions, and long-term growth bets. We’re known for being data-led, execution-focused, and outcome-driven — not opinion-heavy slideware. At Zinnov, how you work matters as much as what you deliver. We value independent thinking, crisp communication, and early ownership. With 450+ professionals across 10 global offices, we work across industries including Digital Services, ER&D, Enterprise Software, Semiconductors, Healthcare, BFSI, Automotive, Media & Telecom, and Private Equity. Zinnov isn’t for everyone. It’s for people who want steep learning curves, honest feedback, and the chance to see their work influence real business decisions — not just presentations. Why Globalization Excellence (GE) Zinnov's Globalization Excellence (GE) practice helps enterprises build and scale Global Capability Centers (GCCs) end-to-end—from Design & Discovery to Build, Scale, and Run . In GE, you don't work in silos. You: Support employer branding initiatives for leading global enterprises. Work alongside consultants, Talent Acquisition teams, and business leaders across GCC advisory and managed services engagements. Contribute to projects that shape talent attraction, employer branding, and organizational growth. Gain hands-on exposure to consulting, communications, and employer branding strategy. This is where creativity meets strategy—and where you'll build the foundation for a successful career in employer branding. About the Role As an Intern – Employer Branding

RecruitmentHR
O
📍 Bengaluru, India
✓ High-confidence listingCompany trend -68.5%
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. Title: Senior Software Engineer, Lifecycle Management Company Description: Okta is the leading independent provider of enterprise identity. The Okta Identity Cloud enables organizations to securely connect the right people to the right technologies at the right time. With over 6,500 pre-built integrations to applications and infrastructure providers, Okta customers can easily and securely use the best technologies for their business. Over 7,950 organizations, including 20th Century Fox, JetBlue, Nordstrom, Slack, Teach for America and Twilio, trust Okta to help protect the identities of their workforces and customers Position Description: We are looking for an experienced Senior Software Engineer to work on our Onboarding and Lifecycle Management (LCM) Platform team with focus on enhancing and managing services for importing, syncing and provisioning identities and access policies i.e., users, groups, roles, entitlements, etc. These features allow customers the flexibility to link and enhance their business processes with Okta’s identity management product. This role is to build, design solutions, and maintain our platform for scale. The ideal candidate will be naturally curious and has experience building software systems to manage and deploy reliable and performant infrastructure and product code at scale on a cloud infrastructure. Job Duties and Responsibilities: Work with senior engineering team in major development projects, design and implementation C

JavaAzureMachine LearningArtificial Intelligence
D
📍 Bengaluru, India
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

About Dialpad Dialpad is the AI platform for customer experience, built to resolve customer problems in real time across voice and digital. Our AI agents learn from your best human agents and improve with every interaction, helping organizations understand their customers, deliver better experiences, increase operational efficiencies, and build a lasting competitive advantage. Unlike legacy systems built to route and answer, or standalone agentic bot vendors built to deflect, Dialpad was built to resolve. Our AI agents and human agents operate on a single platform with shared context, allowing Agentic AI to resolve issues, advance deals, and eliminate busywork through automation while seamlessly handing conversations to humans when needed, with full context preserved. Market-leading brands, including Randstad, Motorola Solutions, Netflix, the San Diego Padres, the Colorado Rockies Baseball Club, and Cal Athletics, trust Dialpad. Dialpad is backed by Andreessen Horowitz, GV, ICONIQ Capital, and T-Mobile. Being a Dialer At Dialpad, AI isn’t just a feature; it’s how our teams do their best work every day. We put powerful AI tools in every employee’s hands so they can move faster, think bigger, and achieve more. We believe every conversation matters. And we’ve built the platform that turns those conversations into insight and action, for our customers and ourselves. We look for people who are intensely curious and hold themselves to a high bar. Our ambition is significant, and achieving it requires a team that operates at the highest level. We seek individuals who embody our core traits: Scrappy, Curious, Optimistic, Persistent, and Empathetic . Your role As a Security Engineer focused on Product Security and AI, you will help secure Dialpad’s applications, platforms, and AI-powered capabilities throughout the product lifecycle. You will partner closely with software engineers, infrastructure teams, product managers, and AI practitioners to identify risks early, design

AISupply Chain
O
📍 Bengaluru, India
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Strength in Trust OneTrust’s mission is to enable innovation through the responsible use of data and AI. We believe that ensuring data is trusted shouldn’t slow teams down—it should accelerate what’s possible. This led us to develop the first technology platform for responsible data use in 2016. Today, with AI representing the latest and most impactful expansion of data yet, OneTrust is once again redefining what responsible innovation looks like. OneTrust, the AI‑Ready Governance Platform™, unifies regulatory intelligence, automation, and connected governance workflows so businesses can continue to move at the speed of AI while ensuring good governance to prevent data misuse at scale. Trusted by thousands of organizations worldwide, OneTrust is shaping the future where trusted data becomes a transformative force for business and society. The Challenge Due to rapid growth and increased demand for our Privacy, Security, Data Governance, GRC, Third-Party Risk, Ethics and Compliance, and ESG platform, OneTrust is seeking a Senior UX Designer to join the User Experience Design team within our dynamic Research and Development team. This team continually improves the usability, design, and overall experience of OneTrust offerings, including web applications and other products and services. It is an excellent opportunity to improve the experience of an exceptionally wide range of users around the world. Your Mission The Senior UX Designer will work under the oversight of a Principal UX Designer and assist with all the UX responsibilities below: Design: Create deliverables for the entire design process, including information architecture, interface design, interaction design, and low and high-fidelity prototypes. Standards: Identify, define and promote UX best practices, including templates UX Metrics: Identify, collect, and analyze data to inform user experience decisions, including web metrics, customer sup

AIRecruitment
NR
📍 Bengaluru, India
✓ High-confidence listingCompany trend -12.5%
Quick readStrong listing-quality and freshness signals

We are a global team of innovators and pioneers dedicated to shaping the future of observability. At New Relic, we build an intelligent platform that empowers companies to thrive in an AI-first world by giving them unparalleled insight into their complex systems. As we continue to expand our global footprint, we're looking for passionate people to join our mission. If you're ready to help the world's best companies optimize their digital applications, we invite you to explore a career with us! About the Role We are seeking a seasoned Manager, Software Engineering with 12+ years of experience to lead our Database Engineering and Cloud Infrastructure team. In this role, you will lead a team of high-performing engineers responsible for architecting, scaling, and optimizing multi-cloud relational and in-memory database platforms. You will bridge technical execution, engineering leadership, and strategic infrastructure planning across AWS and Azure environments. Key Responsibilities Technical Leadership & Architecture Lead the architectural design and operations of enterprise-grade, multi-cloud relational databases across AWS (RDS PostgreSQL, MySQL, Aurora) and Azure (Database for PostgreSQL/MySQL, Azure SQL Managed Instance). Drive high-availability architecture strategies, including Multi-AZ deployments, auto-failover groups, read replica scaling, and cross-region disaster recovery (DR). Oversee zero-downtime operations, including major-version engine upgrades, schema migrations, and blue/green deployment strategies. In-Memory Infrastructure & Open-Source Strategy Manage scale operations for in-memory datastores (AWS ElastiCache, Azure Cache for Redis), focusing on cluster mode operations, eviction policies, and persistence tuning. Spearhead open-source caching initiatives and migration pathways from Redis to Valkey (e.g., AWS ElastiCache for Valkey) using zero-downtime tools like RedisShake to ensure open-source license compliance and optimize cloud spend. Aut

SQLPostgreSQLMySQLRedis
O
📍 Bengaluru, India
✓ High-confidence listingCompany trend -68.5%
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. Staff Backend Engineer We’re redefining Privileged Access Management (PAM) from the ground up, purpose-built for Cloud, SaaS, Databases, Containers, and any virtualized environment. Our mission is to simplify and secure workforce access with seamless, secure-by-default workflows that adapt dynamically to modern infrastructure. We eliminate standing privileges, enforce least privilege, and embed Zero Trust principles into every access workflow by default. About the Role We are seeking a Staff Backend Engineer to serve as the core technical anchor and senior Individual Contributor (IC) for our newly established engineering pod in India. At the P4 level, your primary sphere of influence will be at the team level —taking ownership of complex, ambiguous problems and defining how to solve them cleanly, securely, and efficiently. In this role, you will lead by example through hands-on architecture, high-velocity coding, and end-to-end execution. You will drive the implementation of secure database and network device connectors (routers, switches, firewalls) on top of our core Zero Standing Privileges (ZSP) platform. You will work closely with our local Technical Team Lead to elevate the pod’s engineering craft, acting as a technical multiplier for mid-level developers while ensuring tight architectural alignment with our global team. What You’ll Be Doing Execution & Technical Impact End-to-End Ownership: Consistently design, code, debug, test, moni

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

Who are we? FalconX is a pioneering team of operators, investors, and builders committed to revolutionizing institutional access to the crypto markets. Operating at the intersection of traditional finance and cutting-edge technology, FalconX addresses the industry's foremost challenges: Navigating the digital asset market can be complex and fragmented, with limited products and services that support trading strategies, structures, and liquidity found in conventional financial markets. As a comprehensive solution for all digital asset strategies from start to scale, FalconX operates as the connective tissue empowering clients with seamless navigation through the ever- evolving cryptocurrency landscape. Responsibilities Handle all incoming counterparty settlement requests within a pre-agreed timeframe. Act as a point of contact for a portfolio of counterparties. Track towards assigned KPIs for trade operations. Work in concert with Trading Desk, Product, and Customer Success teams to understand and deliver on their expectations with regards to serving clients. Ensure trades, transfers and inventory reconciliation happens across different internal subsystems and external systems - banks, custodians, etc. Monitor daily inventory needs for - settlement, lending & borrowing activity- and liaise directly with Treasury Management. Provide inputs to compliance and risk teams to design pragmatic controls in this environment of changing regulatory landscape. Adhere to established trade operations processes designed for regulatory compliance. Liaise with Accounting and ensure proper trade and settlement data is provided to them on a timely basis. Perform reconciliations between internal systems and external to ensure data integrity, identify breaks and resolve them by working with relevant teams. Improve reconciliation processes, provide inputs in making them robust or/and identify gaps in current reconciliations so that there is completeness. Requirements 4-8 years of expe

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

About DevRev At DevRev, we're building the future of work with Computer – your AI teammate. Unlike traditional tools, Computer unifies all your data sources, tools, and workflows into a single AI-ready platform, giving employees real-time insights, proactive suggestions, and powerful agentic actions. It extends your existing software with AI-native apps and agents that work alongside your teams and customers – updating workflows, coordinating across teams, and eliminating repetitive work. We call this Team Intelligence: human-AI collaboration that breaks down silos, brings people back together, and frees you to solve bigger problems. Backed by Khosla Ventures and Mayfield with $150M+ raised, DevRev is trusted by global companies across industries. About the role As a Forward Deployed Engineer for Implementation Partners at DevRev, you will be the technical bridge between DevRev, our implementation partners, and their customers. You will combine strong software engineering, systems integration, applied AI, and customer-facing problem solving to help partners successfully design, build, deploy, and scale solutions on the DevRev platform. This is not a traditional software engineering role. You will operate at the intersection of engineering, solution architecture, partner enablement, product expertise, and delivery . You will work directly with partners and customers to understand requirements, scope solutions, unblock implementations, and translate complex business workflows into AI agents, integrations, automations, and repeatable vertical solutions. You will own the technical partner journey end to end — from onboarding, enablement, and certification through solutioning, implementation delivery, technical adoption, and ongoing partner success. At the same time, you will build reusable internal tools, frameworks, playbooks, and product capabilities that allow DevRev and its partners to scale across multiple implementations. Success in this role requires strong techn

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

About DevRev At DevRev, we're building the future of work with Computer – your AI teammate. Unlike traditional tools, Computer unifies all your data sources, tools, and workflows into a single AI-ready platform, giving employees real-time insights, proactive suggestions, and powerful agentic actions. It extends your existing software with AI-native apps and agents that work alongside your teams and customers – updating workflows, coordinating across teams, and eliminating repetitive work. We call this Team Intelligence: human-AI collaboration that breaks down silos, brings people back together, and frees you to solve bigger problems. Backed by Khosla Ventures and Mayfield with $150M+ raised, DevRev is trusted by global companies across industries. About the Role: As a Forward Deployed Engineer at DevRev, you will work closely with our pre- and post-sales Customer Experience team by developing solutions over the core platform via applications written in TypeScript, JavaScript, Python, etc. One of the key functions of this role is, building the Knowledge Graph that includes integration of DevRev with other SaaS and non-SaaS systems through webhooks and APIs and/ or real-time communication architectures. You will be expected to employ your creativity and expertise to ideate and shape how AI, analytics and workflows are used in customers' processes. What You'll Do: Customer-facing: 30% working directly with customers. Coding & Integration: 70-80% hands-on technical implementation Build & Deploy Solutions: Design, develop, and launch AI agents, integrations, and automations that connect DevRev with customers' existing tech stacks and workflows. Integrate Systems: Connect DevRev with SaaS and non-SaaS platforms through APIs, webhooks, and real-time communication architectures for seamless data flow. Optimize AI Performance: Apply prompt engineering, fine-tune semantic search engines, and leverage generative AI techniques to enhance agent ac

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

About DevRev At DevRev, we're building the future of work with Computer – your AI teammate. Unlike traditional tools, Computer unifies all your data sources, tools, and workflows into a single AI-ready platform, giving employees real-time insights, proactive suggestions, and powerful agentic actions. It extends your existing software with AI-native apps and agents that work alongside your teams and customers – updating workflows, coordinating across teams, and eliminating repetitive work. We call this Team Intelligence: human-AI collaboration that breaks down silos, brings people back together, and frees you to solve bigger problems. Backed by Khosla Ventures and Mayfield with $150M+ raised, DevRev is trusted by global companies across industries. About the role We're looking for a Product Marketing Manager to turn compelling narratives and hypotheses into measurable go-to-market activities: attracting technical professionals and buyers, and driving adoption of Computer across self-serve and enterprise audiences. You'll define how a product area is positioned and brought to market, own the go-to-market strategy, and execute it across segments. We expect you to build the engine while staying deeply in the work, writing the messaging, running the launch, and reading the results yourself. What you'll do Lead go-to-market strategy and execution for launches and feature releases, owning the launch plan, ICP, value drivers, and coordination with product, design, sales, and demand gen. Define positioning, messaging, and differentiation across segments, from solo sign-ups to enterprise buyers. Build a measurement framework that gives clear visibility into expected outcomes and lets you track traction continuously: pipeline, sign-ups, activation, adoption, win rate. Own the competitive narrative for your area (against horizontal AI, legacy CX/EX tools, and build-it-yourself alternatives), translated into bat

RestAIGoRust
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