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2026 Campus Jobs

1,402 active opportunities · Updated for October 2026

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Explore current 2026 campus jobs. Use filters to narrow by work mode, employment type, experience and date posted.

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Everpure
📍 Melbourne• Full-time
1mo ago

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 You will be the vital technical bridge between our innovative solutions and customer success, utilizing deep technical expertise to drive sales and deliver complex Professional Services across the ANZ. As a Technical Design Architect , you will work closely with Sales, Engineering, and Service teams, becoming a trusted advisor who scopes, sells, and implements strategic solutions for our customers' most challenging data infrastructure problems. Your mission is to translate business needs into powerful, real-world technical outcomes. WHAT YOU'LL DO Design and Deliver Strategic Solutions: Lead the technical scoping, design, and hands-on delivery of complex, large-scale Professional Services solutions, focusing on data migration, replication, and clustering for homogeneous and heterogeneous environments. Drive Pre- and Post-Sales Technical Strategy: Act as a high-level technical consultant to both internal sales teams and external customers, participating in customer evaluations and Proofs of Concept (POCs) to ensure our solutions meet future business continuity and disaster recovery requirements. Automate and Optimize Customer Environments: Develop and implement scripting and automation solutions (e.g., in Python or for APIs) to seamlessly integrate Pure Storage into a customer’s operational environment and streamline data migration and replication processes. Influence Technical Direction and Standards: Advise

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Everpure
📍 Santa Clara• $114K – $171K/yr
1mo ago

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 We are seeking a highly organized and collaborative Technical Program Manager (TPM) to support our Business Intelligence (BI) organization. This role will help a team of BI Developers effectively prioritize, coordinate, and help developers deliver analytics and reporting initiatives across the organization. The TPM will manage technical projects, oversee request intake and prioritization, coordinate User Acceptance Testing (UAT), manage Quarterly Business Reviews (QBRs) and functional reviews, and develop executive-ready presentations. This role will also serve as a key connection between the BI team and its stakeholders, bringing structure, visibility, and accountability to the team’s work. WHAT YOU'LL DO Run the BI request intake and prioritization process — clarifying requirements and business value with stakeholders, maintaining the backlog, and making sure the team is working on what matters most to the business. Manage multiple BI initiatives from intake through delivery, holding timelines, dependencies, and risks so developers can stay focused on building rather than coordinating. Coordinate QBRs and functional reviews for the BI organization, including content, metrics, and executive-ready presentations that translate technical work into business impact. Build and run UAT plans with BI Developers and business stakeholders, tracking feedback and defects through resolution so releases land cleanly

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Everpure
📍 Santa Clara• $217K – $326K/yr
1mo ago

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 Principal Hardware Systems Engineer within Everpure’s EXA Hardware Engineering organization, you will serve as a primary technical authority driving the architectural vision, end-to-end design, and system-level validation of our next-generation enterprise and cloud-scale storage platforms. In this principal-level role, you will define the technology roadmap that bridges deep silicon/board-level hardware innovation with complex, multi-node cloud execution. You will establish design patterns, set high-speed and power/thermal benchmarks, and lead technical strategy across internal platform software teams, cross-functional executives, and global OEM/ODM/JDM partners. By defining next-generation server architectures, rack-scale power/thermal strategies, and zero-downtime resilience models, you will ensure EverPure maintains its industry-leading edge in storage performance and platform reliability. WHAT YOU’LL DO Architectural Leadership & Platform Strategy: Define and own the end-to-end multi-generational hardware roadmap for enterprise storage platforms. Drive architectural trade-off decisions across compute (x86/ARM), memory subsystems, DPUs, high-speed fabrics (PCIe Gen 5/6, CXL), and media technologies to maximize storage density, performance per watt, and TCO. JDM/ODM Governance & System Design: Lead system-level HW design reviews (schematics, layout, power tree design, thermal topology) across global

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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 Everpure is seeking an experienced program manager to lead a high-visibility strategic initiative spanning across the tech ecosystem. Reporting to the Head of Business Operations, India, you will establish and run these programs to deliver local value and global visibility. WHAT YOU'LL DO 1. Build and scale the Everpure’s first Startup Engagement Initiative: Operationalize the initiative by collaborating across VCs and startup incubators Imagine and develop offerings to accelerate growth and adoption and innovate avenues for co-development Collaborate with Everpure’s Corporate VC team to identify partnership, investment, or acquisition opportunities. Lead founder relations, launch events, community programming, and all PR/comms related to these initiatives. 2. Run Customer Collaboration hub Operationalize a platform for global customer connects with Everpure’s product organization Own the engagement, including in-person forums, virtual progress check-ins, platform-topic sessions, roundtables, and targeted use-case deep dives. Drive for high quality results by coordinating structured pre-work with account teams and internal stakeholders to tailor agendas to customer priorities and business context. Manage membership commitments, renewal reviews, program-health reporting, privacy and transcription consent, and other operating controls. WHAT YOU BRING You are a highly self motivated individual with excep

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Everpure
📍 Bengaluru• Full-time
1mo ago

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 The FlashArray team builds an innovative, high-performance, and highly available portfolio of products designed for demanding, mission-critical applications. While we deliver a hardware storage array, over 90% of our engineering team focuses on software engineering. Our customers value FlashArray for its simplicity of management, continuous feature upgrades, and ability to stay on the cutting edge without downtime. Recently, we extended these capabilities into the public cloud with CloudSnap and Cloud Block Store for AWS, enabling customers to leverage cloud agility for both traditional IT and cloud-native applications. WHAT YOU’LL DO Design & Implement: Create innovative algorithms and technologies for high-performance systems targeting six-nines (99.9999%) reliability. End-to-End Ownership: Lead feature innovation from initial concept through to shipped product. Problem Solving: Analyze and resolve complex technical challenges through persistent problem-solving and technical insight. Collaborate & Deliver: Partner closely with smart, collaborative peers to deliver features that directly enhance customer experience and satisfaction. Learn & Grow: Continuously expand domain expertise in systems software within a supportive, knowledge-sharing environment. WHAT YOU BRING Software Development Experience: 3+ years of professional development experience using C, C++, Python, Go, Java, or related prog

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Everpure
📍 Bengaluru• Full-time
1mo ago

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 Senior Technical Architect on our Advanced Services team, you will bridge pre-sales strategy and post-sales delivery to architect enterprise data migration, disaster recovery, and hybrid-cloud storage solutions. In this dual consultative and hands-on role, you will collaborate closely with Sales, Engineering, and enterprise customers to translate complex business needs into resilient, automated IT infrastructure. You will drive revenue growth and project success by serving as the trusted technical authority across high-impact data center transformations. WHAT YOU'LL DO Architect & Scope High-Impact Solutions: Partner with Sales, Product Marketing, and customer leadership to evaluate complex enterprise environments, design high-availability storage architectures (replication, clustering, cloud integration), and scope Professional Services engagements that drive sales conversion and solution adoption. Lead Enterprise Data Migrations & Implementations: Own end-to-end technical execution of complex data center consolidations and block/file migrations using specialized appliances (e.g., Cirrus Data) and native toolsets, ensuring seamless cutovers with zero data loss and minimal operational disruption. Automate & Modernize Storage Operations: Develop custom scripts (Python, PowerShell, Shell) and integration workflows to automate replication, disaster recovery, and cloud-bursting processes within client

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Everpure
📍 Santa Clara• $153K – $191K/yr
1mo ago

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 the SAP Supply Chain Network Lead, you will serve as the functional subject matter expert driving end-to-end multi-tier supply chain collaboration and supplier integration across the Everpure Platform. Operating as an Individual Contributor, you will analyze complex, variable factors across our global supply ecosystem to establish seamless network visibility connecting suppliers, contract manufacturers, and third-party logistics providers. In close collaboration with procurement, manufacturing, and IT engineering squads, you will determine the optimal methods to digitize multi-echelon collaboration, eliminate operational bottlenecks, and accelerate global fulfillment velocity. WHAT YOU'LL DO Architect Multi-Tier Network Solutions: Determine methods, procedures, and evaluation criteria to configure and deploy SAP Supply Chain Network (SCN) capabilities, establishing seamless workflows for supplier collaboration, demand-driven replenishment, vendor-managed inventory (VMI), and multi-tier inventory visibility. Integrate Ecosystem Architecture: Design robust EDI, API, and platform integration touchpoints connecting external suppliers, contract manufacturers, and 3PL partners with core SAP S/4HANA (MM, WM, SD) and SAP IBP planning layers. Streamline Supplier Onboarding & Governance: Spearhead supplier connectivity frameworks and communication protocols, coordinating onboarding activities to ensure reliable real-

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Everpure
📍 Houston• $136K – $204K/yr
1mo ago

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 Drive operational excellence and innovation as the Manufacturing Engineering Manager leading process development, validation, and continuous improvement for server and storage product lines across PCBA (L6) and System Level (L10) manufacturing. You will build, empower, and direct a global engineering team to chart the technology roadmap and establish scalable, high-yield production systems. Partnering cross-functionally with Contract Manufacturers, Design Engineering, Quality, and Operations, you will transform product designs into reliable, cost-effective manufacturing operations. Your leadership ensures that production processes meet rigorous standards for quality, throughput, delivery, and safety. WHAT YOU'LL DO Process Strategy & Validation: Define, implement, and validate scalable manufacturing process strategies for NPIs in partnership with Contract Manufacturers to maximize first-pass yield and production efficiency across L6 and L10 architectures. Team Leadership & Capability Building: Direct, mentor, and grow a team of manufacturing engineers, fostering a high-performance culture focused on continuous improvement, accountability, and technical innovation. Design for Manufacturability (DFM) & Risk Mitigation: Partner directly with Design Engineering during early-stage development to embed DFM principles, execute PFMEAs, and implement mistake-proofing, automation, and preventive controls

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Everpure
📍 Santa Clara• $170K – $255K/yr
1mo ago

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 Build the platforms, processes, and engineering capabilities that enable reliable, data-driven manufacturing and systems testing across the entire product lifecycle. In this key leadership position, you will drive operational excellence across PCBA- and system-level test environments for Everpure products. You will lead a high-performing team and partner directly with Design Engineering, Manufacturing Operations, Quality, and Contract Manufacturers to elevate test coverage, accelerate software delivery, and safeguard product quality. WHAT YOU'LL DO Strategic Roadmap & Execution: Define and execute the systems test enablement strategy, technology roadmap, and operating model to directly align engineering capabilities with core business growth and product priorities. Team Leadership & Enablement: Lead, mentor, and grow a high-performing engineering team focused on building robust test frameworks, validation automation, test infrastructure, and operational data services. Platform & Infrastructure Evolution: Own the end-to-end evolution of scalable manufacturing test platforms, optimizing framework capabilities, testbook development, equipment configuration, and factory integration to increase production throughput. Software Quality & Continuous Delivery: Drive software delivery speed and reliability by establishing robust development workflows, CI/CD validation, release governance, and continuo

aisupply chain
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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 1touch.io is a technology company focused on automated, real-time discovery, mapping, and tracking of sensitive personal data. Its AI-powered platform helps enterprises improve data privacy, security, and governance across complex on-premises and cloud environments. Together, 1touch.io and Everpure transform enterprise data from passive storage into an intelligent, context-aware, and governed foundation - making it AI-ready at the source so organizations can securely understand, trust, and activate their data at scale. As a Java Engineer, you will design and deliver core platform capabilities that help organizations discover, classify, and protect sensitive data across complex environments. You will work on highly scalable backend systems, collaborating with engineering, product, and customer-facing teams to solve challenging technical problems where performance, resilience, and precision matter. WHAT YOU'LL DO Design and build software that discovers, classifies, and safeguards sensitive data across diverse environments and platforms. Lead the design, implementation, testing, deployment, and continuous improvement of platform capabilities. Develop reliable, scalable, and high-performing backend systems designed for complex, real-world operating environments. Extend platform capabilities by integrating new data sources, storage systems, and services. Solve engineering challenges related to scale, concurrency, perf

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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 This role is for an individual contributor joining one of our five Everpure Resilience engineering teams within the Data & Digital Experience (DDX) organization. The product has been running for 3 years and operates like a startup within DDX. The teams are primarily composed of senior-level engineers who take full ownership of their workstreams - from early requirements definition (in close collaboration with Product Managers) to final delivery. Strong communication and collaboration skills are essential, as engineers work autonomously in a highly cross-functional environment. WHAT YOU'LL DO Architect & Deliver: Own the end-to-end design, development, and operation of high-throughput data processing services between edge devices and the Everpure cloud platform. Product Collaboration: Partner with Product Managers to translate complex requirements into scalable, resilient system architecture from concept to production. Performance & Scale: Drive continuous system improvements—experimenting with new tech to boost performance, security, and cost-efficiency for real-time data flows. Ship Fast & Safely: Utilize pragmatic testing, robust CI/CD, and automation to maintain high deployment velocity without sacrificing stability. System Integration: Lead the resolution of complex interoperability challenges between new and legacy components to ensure high availability across all regions. WHAT YOU BRING Distr

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Everpure
📍 Santa Clara• $138K – $173K/yr
1mo ago

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 Finance Manager, Inventory Management, you will champion end-to-end global inventory integrity and balance-sheet precision across Everpure’s hardware operations. Partnering directly with Supply Chain, Operations, Engineering, Procurement, and global contract manufacturers, you will bridge physical inventory dynamics and bill-of-materials (BOM) changes with critical financial outcomes. In this high-visibility role, you will drive proactive risk identification for excess and obsolete inventory, streamline month-end close cadences, and directly protect gross margins while supporting seamless product transitions from launch to end-of-life. WHAT YOU'LL DO Global Inventory Reconciliations & Close Management: Own end-to-end inventory reconciliations across global contract manufacturing locations to ensure financial integrity, resolve transactional breaks, and deliver accurate, reliable standard cost and variance forecast. Product Lifecycle & BOM Exposure Mitigation: Partner with Engineering, Operations, and Procurement to analyze Bill of Materials (BOM) revisions, New Product Introductions (NPI), and End-of-Life (EOL) transitions, quantifying financial risks and minimizing excess and obsolete (E&O) inventory exposure. Strategic Forecasting & Reserve Modeling: Build data-driven inventory and reserve models incorporating demand forecasts, supply commitments, and lead-time variables to increase

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Everpure
📍 Santa Clara• $138K – $173K/yr
1mo ago

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 the Product COGS Manager, you will serve as the strategic financial engine driving product cost optimization and gross margin precision across Everpure’s cutting-edge hardware solutions. Partnering directly with Global Supply Chain Operations, Commodity Management, Engineering, Procurement, and contract manufacturing partners, you will transform complex part-level data into high-impact operational intelligence. This role offers high visibility and functional ownership over standard costing, PPV/IR forecasting, and product lifecycle strategy from NPI to EOL. You will bridge hardware operational decisions with bottom-line profitability, shaping the financial rhythms that enable Everpure to scale efficiently. WHAT YOU'LL DO Drive Standard Cost & PPV Governance: Own the standard cost review process and forecast Purchase Price Variance (PPV) and Inventory Revaluation (IR) drivers to maximize cost accuracy, protect gross margins, and optimize inventory levels. Lead Cross-Functional Financial Strategy: Partner with Global Supply Chain Operations, Engineering, Procurement, Commodity Management, Materials Management, and contract manufacturers to align cost inputs, resolve variances, and establish cross-functional accountability across the supply chain. Manage Lifecycle Product Profitability: Perform financial evaluations for New Product Introductions (NPI) and End-of-Life (EOL) transitions, establishing target cost

aiaccountingsupply chain
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Everpure
📍 Michigan• Remote• $141.4K – $212.1K/yr
1mo ago

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: Are you passionate about driving innovation in the data storage industry? Are you skilled in crafting technical solutions that exceed customer expectations? If so, we have an exciting opportunity for you! Everpure (formerly Pure Storage), a leader in the data storage and flash technology space, is seeking a talented and motivated Senior Pre-Sales Systems Engineer to join our dynamic team. As a Senior Pre-Sales Systems Engineer, you will play a crucial role in understanding our customers' unique challenges and tailoring Everpure solutions to meet their specific needs. Collaborating closely with the sales team, you will act as a technical expert during the sales process, helping to showcase the value of our products and services. WHAT YOU’LL DO: Develop an exhaustive understanding of what drives a customer’s business and what motivates their decision making Connect the dots from technology solutions, inclusive of the Everpure portfolio and others from the ecosystem, to measurable customer business outcomes Partner closely with account managers, specialists and channel partners to create a seamless and holistic customer experience and strategy to drive revenue growth and net new business Delight customers and teammates with your technical leadership and domain expertise on storage products, distributed storage architectures, file systems, and competitive storage offerings in the DAS, NAS and SAN product spaces

REMOTEsqlawsazure
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Everpure
📍 Santa Clara• $180K – $326K/yr
1mo ago

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 Join our agile team to shape and deliver the industry’s premier enterprise Retrieval-Augmented Generation (RAG) platform from the ground up. You will own end-to-end full-stack feature development at the intersection of Data and AI, partnering directly with NVIDIA engineering teams to integrate cutting-edge AI technologies. Operating with a high-impact startup mindset, you will drive scalable architectural solutions that empower enterprise customers with seamless, highly performant data retrieval. WHAT YOU'LL DO Architect & Scale Enterprise RAG Infrastructure : Design, build, and optimize robust full-stack features using Go and Python, ensuring enterprise clients retrieve, process, and query complex data with ultra-low latency. Pioneer Cutting-Edge GenAI Integration : Collaborate directly with NVIDIA engineering teams to integrate state-of-the-art AI tooling and model acceleration libraries, expanding platform capabilities across the evolving GenAI ecosystem. Drive End-to-End Product Ownership : Lead features from concept to production deployment—developing intuitive frontend interfaces and resilient backend microservices—to turn complex product requirements into seamless enterprise capabilities. Elevate System Performance & Quality : Establish technical standards, automated testing pipelines, and performance benchmarks to ensure high availability, security, and enterprise-grade reliability across the entir

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