Methodology Jobs

About the Team OpenAI’s Hardware organization develops AI-native silicon and system-level solutions for the unique demands of advanced AI workloads. Building on efforts like Jalapeño, the team is developing future generations of AI-native silicon and tightly integrated systems to power the next generation of frontier models. By co-designing chips, systems, tools, and methodologies, the team helps deliver faster, more efficient, and production-ready hardware for OpenAI’s supercomputing platform. Role summary We are seeking a Networking Operating System Firmware Engineer to help bootstrap and scale the switching layer of our AI supercomputers. In this role, you will build and maintain custom NOS images from scratch, using open source components from SONiC, SAI, FRR, and related networking stacks while working across the Linux kernel, switch ASIC SAI/SDKs, platform drivers, control-plane services, and orchestration layers. This is a software engineering role that requires a deep understanding of networking, NOS internals, switch hardware, and production systems. You will design, implement, test, and debug production NOS software across platform drivers, routing and control-plane state, ASIC programming, observability, and fleet integration. The engineer in this role should be able to work through ambiguous, open-ended technical problems and drive feature development across software, hardware, and vendor boundaries. This role is based in San Francisco, CA. We use a hybrid work model of 3 days in the office per week and offer relocation assistance to new employees. In this role, you will Design, develop, and maintain custom NOS images for large-scale AI fabrics, using open source components from SONiC, FRR, and related networking stacks. Integrate, build and configure Linux kernel components, device drivers, switch ASIC SDKs, and SAI layers. Bring up new switch platforms, including thermal and fan control, power monitoring, transceiver management, watchdogs, OSFP CMIS, L

About the Team OpenAI’s Hardware organization develops AI-native silicon and system-level solutions for the unique demands of advanced AI workloads. Building on efforts like Jalapeño, the team is developing future generations of AI-native silicon and tightly integrated systems to power the next generation of frontier models. By co-designing chips, systems, tools, and methodologies, the team helps deliver faster, more efficient, and production-ready hardware for OpenAI’s supercomputing platform. About the Role We’re looking for a Product Manufacturing Engineer to drive manufacturing strategy and execution for next-generation AI hardware within the Silicon & Systems team, with a particular focus on PCBA manufacturing, assembly, process development, and production readiness. You will work closely with design engineering, systems engineering, operations, TPMs, contract manufacturers, suppliers, and other external partners to ensure new hardware products successfully transition from concept and prototype builds through NPI and high-volume production. You’ll own critical manufacturing initiatives, identify and resolve production risks, and help establish the processes and controls required to deliver complex hardware at scale. This role is based in San Francisco, CA. We use a hybrid work model of 3 days in the office per week and offer relocation assistance to new employees. In this role, you will: Drive manufacturing and quality initiatives to ensure product success from concept and early development through NPI, production launch, and scale. Lead manufacturing process development for next-generation AI hardware systems, partnering closely with design engineering, systems engineering, operations, TPMs, suppliers, and manufacturing partners. Own PCBA manufacturing development and production readiness, including assembly processes, process validation, manufacturing test, rework, yield improvement, and successful transition into volume production. Establish NPI manufact

About the Team OpenAI’s Hardware organization develops AI-native silicon and system-level solutions for the unique demands of advanced AI workloads. Building on efforts like Jalapeño, the team is developing future generations of AI-native silicon and tightly integrated systems to power the next generation of frontier models. By co-designing chips, systems, tools, and methodologies, the team helps deliver faster, more efficient, and production-ready hardware for OpenAI’s supercomputing platform. About the Role We are looking for a highly experienced, hands-on RTL engineer with deep packet-networking and interconnect expertise to own critical on- and off-chip communication components for our custom AI accelerator platform. You will drive the microarchitecture and RTL implementation of scalable on-chip fabrics connecting high-bandwidth compute, memory, and I/O subsystems, as well as purpose-built off-chip interfaces and protocols that enable custom computing at scale. The ideal candidate has recently owned production RTL for networking or packet-switched datapaths such as Ethernet switches, NICs, SmartNICs, network accelerators, RDMA/RoCE systems, NoCs, or custom scale-up/scale-out fabrics. This is a senior engineering role with broad technical ownership and substantial direct RTL work. You will drive designs from requirements and performance analysis through microarchitecture, SystemVerilog implementation, verification closure, physical design convergence, silicon bring-up, and production readiness. You will also plan and oversee the work of junior engineers and help develop productive engineering relationships with external partners. In this role, you will: Own the microarchitecture, RTL design, and delivery of major packet-based interconnect and networking components, including NoC fabrics, switches, routers, bridges, protocol adapters, arbiters, queues, schedulers, buffers, and traffic-management logic. Design mechanisms for routing, arbitration, ordering, flow con

Our vision is to transform how the world uses information to enrich life for all . Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever. Understand the LPDRAM state machine and develop the hardware models for DRAM features and the related validation test bench. Develop memory controller models, including request scheduling and address mapping to enable new DRAM features. Develop the automation test scripts using Python to improve the overall simulation methodologies. Develop new DRAM technology changes per the spec and the state machine and the validation test bench. Develop system engineering, software engineering, system integration, or distributed system architectures. Identify system data, hardware, or software components required to meet user needs. Communicate with staff or clients to understand specific system requirements. Research, test, or verify proper functioning of software patches and fixes. Provide advice on project costs, design concepts, or design changes. Communicate project information through presentations, technical reports, or white papers. Design and conduct hardware or software tests. Establish functional or system standards to address operational requirements, quality requirements, and design constraints. Evaluate existing systems to determine effectiveness, and suggest changes to meet organizational requirements. Employer will accept a Master's degree in Electronics Engineering, Electrical Engineering, Computer Engineering, Computer Science, or related field. Position requires: 1. C/C++ or Python; 2. Debugging interfaces, including GDB and PDB; 3. LPDRAM technology; 4. Computer Architecture; 5. Memory controller

At Freddie Mac, our mission of Making Home Possible is what motivates us, and it’s at the core of everything we do. Since our charter in 1970, we have made home possible for more than 90 million families across the country. Join an organization where your work contributes to a greater purpose. Position Overview: Are you curious and analytical? Do you thrive on working in a team environment? Are you looking for an inclusive company culture? Freddie Mac’s Single-Family Credit Analytics, Reporting and Decision Strategy group needs creative, forward-thinking individuals like you! We want to hire individuals who seek out complex business problems and develop viable solutions. The Quantitative Analytics Professional position is responsible for ensuring the reasonableness and consistency of statistical models, analytics and methodologies used in decision making in the Single Family guarantee business. Our Impact: Our team serves as the business user for multiple very high- and high-risk models. Our goal is to leverage all available models and tools to facilitate and optimize credit risk management and decision strategies. Our team is responsible for forecasting SF credit losses and enhancing company decision-making with respect to loan acquisition. Your Impact: SF (Single Family) model enhancement - oversight, documentation, and testing of new modeling frameworks Model tracking reports - reviewing and ensuring reports to SF Acquisition division are concise, complete, and transparent Mortgage modeling expertise - understanding default and prepayment modeling frameworks and providing insights Data quality - understanding data relationships and ensuring accuracy Testing and governance - assisting with UAT and model governance processes Qualifications: <

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. We are seeking a Senior Software Engineer - Instawork Robotics to contribute to the development of next-generation products as a key team member driving impactful features from concept to production. You will collaborate across Engineering, Operations, and Business teams to translate customer requirements into clear, scalable technical solutions, leveraging AI methodologies to deliver high-quality products and efficient software workflows. You’ll work across distributed systems, Kubernetes, cloud infrastructure, observability, and high-throughput data workflows—supporting a platform already processing 50+ PB of data and 600K+ hours of video. You are someone who thrives in ambiguous problem spaces, has strong product instincts, and can translate customer needs into technical solutions that drive business outcomes. Who You Are: 5+ years of professional experience with a focus on high-growth product environments, particularly in Robotics, AI/ML, and related fields. Strong coding and architectural proficiency—you prioritize moving quickly down the right path to ship reliable code daily Full-stack proficiency—comfortable across backend services, APIs, and modern frontends (React, Angular, or Vue.js) Strong product instincts—you translate customer needs into technical solutions that drive business outcomes AI-First mindset—expertly using AI coding tools to accelerate delivery without compromising architectural integrity Agile execution—you understand the lifecycle of a feature from local branch to production m

Capco Capco is a leading global technology and management consultancy that excels in driving digital transformation within the financial services and insurance sectors. With an unwavering commitment to delivering practical solutions, we empower our clients to navigate the complexities of today's fast-paced market. Our integrated services span across major financial hubs worldwide, ensuring that we are always close to our clients and their needs. At Capco, we possess not only the expertise but also the vision and passion necessary to lead transformative change. As we embark on an exciting growth journey, this is the perfect moment to join our team. We are expanding geographically, increasing our workforce, and poised to disrupt the consulting landscape across APAC with our entrepreneurial spirit and agile methodologies. About the Role We are thrilled to introduce an opportunity for a talented AI Engineer to join our Hong Kong team. This role is designed for a technology innovator who thrives on solving complex challenges and is passionate about building AI-driven solutions that transform the Financial Services industry. As an AI Engineer at Capco, you will play a pivotal role in shaping the future of financial services by leveraging cutting-edge AI technologies to deliver intelligent, scalable, and compliant solutions. Your work will enable our clients to unlock new efficiencies, enhance customer experience, and stay ahead in a rapidly evolving digital landscape. If you are excited about applying advanced AI techniques to real-world business problems and driving measurable impact, we want you on our team. Key Responsibilities Build multi-agent workflows to optimize business processes within financial services. Develop and maintain software pipelines for data processing, model training, and deployment using Python-based frameworks. Train, fine-tune, and optimize neural network models, including LLMs, for specific use cases such as risk assessment and customer query re

Capco Capco is a leading global technology and management consultancy that excels in driving digital transformation within the financial services and insurance sectors. With an unwavering commitment to delivering practical solutions, we empower our clients to navigate the complexities of today's fast-paced market. Our integrated services span across major financial hubs worldwide, ensuring that we are always close to our clients and their needs. At Capco, we possess not only the expertise but also the vision and passion necessary to lead transformative change. As we embark on an exciting growth journey, this is the perfect moment to join our team. We are expanding geographically, increasing our workforce, and poised to disrupt the consulting landscape across APAC with our entrepreneurial spirit and agile methodologies. About the Role We are thrilled to introduce an opportunity for a talented AI Engineer to join our Hong Kong team. This role is designed for a technology innovator who thrives on solving complex challenges and is passionate about building AI-driven solutions that transform the Financial Services industry. As an AI Engineer at Capco, you will play a pivotal role in shaping the future of insurance by leveraging cutting-edge AI technologies to deliver intelligent, scalable, and compliant solutions. Your work will enable our clients to unlock new efficiencies, enhance customer experience, and stay ahead in a rapidly evolving digital landscape. If you are excited about applying advanced AI techniques to real-world business problems and driving measurable impact, we want you on our team. Key Responsibilities Build multi-agent workflows to optimize business processes within insurance. Develop and maintain software pipelines for data processing, model training, and deployment using Python-based frameworks. Train, fine-tune, and optimize neural network models, including LLMs, for specific use cases such as risk assessment and customer query resolution. Collabor

Avec une stratégie de croissance, le groupe Capco renforce le développement de son pôle FRC (Finance, Risques & Conformité) et tout particulièrement son offre Risque, et recherche pour son bureau parisien des Senior consultant(e)s pour accompagner ses clients sur leurs enjeux de transformation réglementaire et organisationnelle liés au risque de crédit. Votre rôle : Vous participez, pour nos clients du secteur financier, à des missions variées qui couvrent plusieurs thématiques : Accompagnement dans la gestion de projets de mise en conformité réglementaire : analyse des textes réglementaires, gap analysis méthodologique/système/data/gouvernance/processus, préconisations et mise en œuvre, documentation et accompagnement du changement Participation à des missions d’inspections et des exercices de supervision (QIS, Benchmarking, Stress Testing, TRIM, mission d’homologation) : cadrage, coordination, documentation, traitement des recommandations Mise en place et optimisation de dispositif d’encadrement et de suivi des risques de crédit Refonte des processus d’octroi ou revue de dossier, de surveillance et de reporting des risques Au sein de Capco : Participer à l’animation de la communauté Risques (veille réglementaire, supports de communication, Points of view, évènements clients, etc.), Le profil recherché : Une bonne expertise de l’environnement des banques ainsi que des sujets de transformation de la fonction Finance et Risque au sein d’institutions financières ou bancaires. Connaissance de la règlementation : IRRBB, NDOD, ALM, IFRS9, etc. Target Operating Model Mise en place de reporting règlementaire (Corep, Finrep et Pilier 3) Revue de modèle en Liquidité et Solvabilité Un excellent relationnel et un bon esprit d’équipe, vous avez envie d’accompagner activement la croissance d’un cabinet dynamique qui mise sur le management de proximité et vous êtes reconnu pour votre flexibilité et votre créativité. Une bonne app

Our vision is to transform how the world uses information to enrich life for all . Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever. The ASIC Validation team plays a critical role in bringing Micron's next-generation silicon products to life by validating and characterizing new devices as they return from fabrication. Working closely with design, verification, and firmware teams, the group develops innovative validation methodologies, automation solutions, and AI-enabled workflows to ensure product quality, performance, and reliability. As an ASIC Validation Intern, you will work alongside experienced engineers to validate newly developed silicon and enhance the validation infrastructure used across engineering teams. This role provides hands-on experience with hardware validation, lab equipment, automation, data analysis, and AI-assisted engineering workflows while contributing directly to the successful bring-up of next-generation ASIC products. Responsibilities Collaborate with validation, design verification, and firmware teams to support silicon bring-up, testing, and validation activities for new ASIC devices. Use laboratory equipment, automation tools, and validation environments to characterize device functionality and performance. Develop or enhance scripts, automation solutions, and AI-assisted workflows to improve validation efficiency, failure analysis, and reporting. Analyze validation results, debug complex issues, and evaluate AI-generated insights while applying sound engineering judgment. Document technical findings, communicate project results, and present recommendations to engineering teams. </

Our vision is to transform how the world uses information to enrich life for all . Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever. Act as a module owner to conduct root cause investigations and failure analysis in time-sensitive environments. Drive improvements in yield, cost efficiency, and quality. Run Design of Experiments (DOE) to enhance process capability and margin. Monitor trends and sustain line stability. Address top detractors to improve device yield and reliability. Lead workshops during technology transfer for next-generation devices. Start up, develop, and optimize processes for product quality and reliability. Identify and resolve process-related issues using FMEA, 8D, SPC/FDC methodologies. Coordinate and execute process, equipment, and material evaluations. Validate and qualify new processes, tools, and materials for new product introduction. Manage and audit material suppliers to meet quality, cost, and risk objectives. Support internal and external audits. Be willing to travel internationally for 3&#43; months for tech transfer/training. Be prepared to work a shifted schedule as required. Required Qualifications Bachelor’s degree in Materials Science, Electrical, Electronics, Chemical, or related engineering fields. Basic understanding of MOSFET and DRAM operation. Knowledge of CMOS and characterization methods. Familiarity with DOE, SPC, and JMP. Ability to support SPC/FDC/RMS/APC systems and site-to-site portability. Preferred Qualifications Internship experience in a 300mm semicondu

Our vision is to transform how the world uses information to enrich life for all . Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever. As a Senior/Staff Product Owner at Micron Technology, Inc., you will report to the Smart Manufacturing and Artificial Intelligence organization. The team defines, drives and delivers end to end smart manufacturing solutions, integrated across various functions of the business. You and the team will be looking to apply the industry-leading best methodologies in data science, automation, AI and machine learning to enhance Micron’s product development, business and administrative processes across the company. In this role, you will work with an internal team of Fab end users and Smart Manufacturing developers to develop, design, analyze, and implement Data Science solutions and Smart Manufacturing applications in the Front End manufacturing Fabs. You will be exposed to the world of data science, AI and machine learning and have the opportunity to build an in-depth understanding of these skills. More importantly, you will collaborate closely with key stakeholders within Micron to ensure positive impact and sustainable results from our Smart Manufacturing solutions. Primary Responsibility Partner with central and site Quality engineering organizations to identify and prioritize opportunities that improve wafer quality, yield and output. Gather, analyze and translate end user business requirements into functional requirements for developers to execute and build applications. Define solution scope, business requirements, success criteria and key performance

Our vision is to transform how the world uses information to enrich life for all . Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever. Responsibilities As a Principal Engineer, Dry Etch Tool Installation Qualification for OCT, you will be considered an area domain expert in Dry Etch and will work as a site partner with Micron FABs globally and supplier partner with suppliers. Understand short-term and long-term Cost goals within Front End and ensure alignment to corporate business goals. Initiate and drive multi-functional programs to achieve department business goals Facilitate the definition of program scope, goals, work, timeline and resource requirements in collaboration with sponsors and partners Manage the definition, refinement, and implementation of core methodologies and tools for business process including reporting Collaborate with project teams to understand the business value of projects and programs in place and how they contribute to BIC plan. Provide program and project performance updates periodically with communication across functional groups. Ensure strategic roadmaps with important measures for Schedule and Cost are developed, maintained, and tracked to latest BIC targets. Lead and continuously improve the TIQ business processes, continual improvement project and BKM alignment. Prioritize and lead numerous projects based on Fab and corporate objectives. Move projects effectively through project lifecycle – definition, planning, implementation, acceptance and review. Facilitate and drive global peer groups to align strategy and roadmap to achieve area o

Our vision is to transform how the world uses information to enrich life for all . Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever. As an interconnect modeling CAD engineer, you will be responsible for developing new flows and methodologies for extracting and releasing interconnect models used by EDA tools for extracting layout parasitics for accurate prediction of electrical behavior of designed circuits. As part of this effort, you will also be working with the Scribe TEG team to design and develop new test structures used for the extraction. You will also be interacting with the external EDA tool vendors to improve those flows as necessary, and support Micron designers in using the tools and flows. インターコネクトモデリングのCADエンジニアとして、EDAツールによるレイアウト寄生要素の抽出や、設計回路の電気的特性を正確に予測するために使用されるインターコネクトモデルの抽出・リリースに向けた新しいフローや手法の開発を担当します。 この取り組みの一環として、Scribe TEGチームと協力し、抽出に必要な新しいテスト構造の設計・開発を行います。さらに、必要に応じて外部EDAツールベンダーと連携し、フローの改善を進めるほか、Micronの設計者がツールやフローを円滑に利用できるようサポートします。 Build and release interconnect models based on process technology information for use by parasitic extraction tools to extract layout parasitics. Work with the process technology development team members located at global sites to acquire details concerning the interconnect stack so that accurate interconnect models can be released. Work with the process technology development and scribe TEG design team s located at global sites to develop methodologies and design TEGs for properly calibrating interconnect models. Develop new flows and methodologies for parasitic extraction from layout. Work with ex

Our vision is to transform how the world uses information to enrich life for all . Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever. Micron's Firmware & Product Test (FPT) team is hiring a Staff Engineer to lead validation strategy for enterprise SSD firmware. In this role, you'll architect next-generation test frameworks, drive AI/ML-powered validation methodologies, and own end-to-end verification of complex NVMe front-end features across multiple product lines. You'll serve as a technical authority at the intersection of firmware validation and applied machine learning — shaping the strategic direction of our test infrastructure, mentoring engineers, and influencing firmware architecture decisions through deep validation insights. The FPT team builds verification plans in Python, enforces NVMe and security protocol compliance, and executes white-box, grey-box, and black-box testing across simulation, FPGA, and prototype hardware environments. Responsibilities Lead the design and execution of firmware verification strategies for customer specifications and NVMe protocols, owning validation of complex front-end features (SMART, Trim, Get Log Page, OCP) across multiple product lines. Architect scalable grey-box, white-box, and black-box test frameworks that become organizational standards for firmware quality. Drive root-cause analysis for critical field and regression failures; establish systematic debug methodologies and knowledge-sharing practices across the team. Own the test infrastructure roadmap — including automation frameworks, CI/CD integration, and reporting dashboards — and influence t