Staff Machine Learning Scientist Jobs

Title: Staff Site Reliability Engineer, Cloud Cost & Engineering Efficiency Location: Noida / Bangalore (Hybrid) Summary of role Sumo Logic's microservices architecture, hosted on AWS, ingests petabytes of data daily across many geographic regions in support of our planet-scale observability and security products, serving hundreds of millions of queries a day against thousands of petabytes of data. At that scale, every inefficiency — in code, architecture, or infrastructure — compounds into real cost. This role sits within the Product SRE organization, working alongside your global SRE team on your product area's reliability roadmap — with a mandate that leads with code as much as operations. You'll find where Sumo's systems are spending more compute, storage, or engineering time than necessary, and fix it in the code and architecture, not just the infra config, while also carrying the fuller SRE mandate — reliability, security posture, and improving the day-to-day experience of the engineers within your product area. You'll be part of a team that blends SRE and backend software engineering skillsets, partnering closely with product engineering teams across your product area. This is an engineering role — the work is about shipping code, architecture, and system-level changes that improve unit economics, not managing cost dashboards, tagging, or reserved-instance/savings-plan purchasing. What you’ll do Continuously discover cost and efficiency opportunities through production profiling, telemetry, cost data, capacity trends, and system-level analysis — across algorithmic inefficiencies, resource-heavy code paths, and architectural decisions — and turn ambiguous problems into prioritized engineering initiatives. Apply performance and capacity engineering techniques to understand CPU, memory, storage, network, and I/O behavior under real production workloads, and optimize the resulting resource footprint. Write production-grade code to implement the optimizations

Our vision is to transform how the world uses information to enrich life for all. Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing. STPG Product Engineering | Micron Technology | Singapore Role Overview As a NAND Reliability Product Engineer , you will be responsible for defining, evaluating, and safeguarding the Extrinsic/Intrinsic reliability of Micron’s NAND Flash products. You will work hands‑on with large‑scale data analysis, electrical failure analysis, and cross‑functional teams to ensure robust product reliability and prevent escapes to customers. This role offers deep technical ownership at the intersection of device physics, circuits, process technology, and product engineering , with strong visibility across development and manufacturing organizations. Key Responsibilities Define and implement NAND Flash reliability test flows to assess product reliability performance and prevent extrinsic/intrinsic reliability escapes. Perform high‑volume statistical data analysis to evaluate NAND DPM/ intrinsic reliability risks and trends. Drive electrical failure analysis , including advance characterization, to identify root causes and solution spaces. Develop short‑term countermeasures such as targeted stresses and screens, applying knowledge of digital/analog circuits, device physics, and process engi

Our vision is to transform how the world uses information to enrich life for all. Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing. STPG Product Engineering | Micron Technology | Singapore Role Overview As a NAND Reliability Product Engineer , you will be responsible for defining, evaluating, and safeguarding the Extrinsic/Intrinsic reliability of Micron’s NAND Flash products. You will work hands‑on with large‑scale data analysis, electrical failure analysis, and cross‑functional teams to ensure robust product reliability and prevent escapes to customers. This role offers deep technical ownership at the intersection of device physics, circuits, process technology, and product engineering , with strong visibility across development and manufacturing organizations. Key Responsibilities Define and implement NAND Flash reliability test flows to assess product reliability performance and prevent extrinsic/intrinsic reliability escapes. Perform high‑volume statistical data analysis to evaluate NAND DPM/ intrinsic reliability risks and trends. Drive electrical failure analysis , including advance characterization, to identify root causes and solution spaces. Develop short‑term countermeasures such as targeted stresses and screens, applying knowledge of digital/analog circuits, device physics, and process engi

About Flexport: At Flexport, we believe global trade can move the human race forward. That’s why it’s our mission to make global commerce so easy there will be more of it. We’re shaping the future of a $10T industry with solutions powered by innovative technology and exceptional people. Today, companies of all sizes—from emerging brands to Fortune 500s—use Flexport technology to move more than $19B of merchandise across 112 countries a year. The recent global supply chain crisis has put Flexport center stage as we continue to play a pivotal role in how goods move around the world. We are proud to have the support of the best investors in the game who believe in our mission, solutions and people. Ready to tackle global challenges that impact business, society, and the environment? Come join us. The opportunity The Autonomous Freight Systems team is a brand new, AI-first engineering team in San Francisco. This team will own Flexport’s client-facing rates platform and the self-serve freight booking experience—two of the highest-leverage surfaces in our Client App that dictate how clients see pricing and book freight without manual intervention. As a Staff Engineer, you will be the technical anchor for our next-generation AI-powered rates platform. We aren't just building a UI; we are building AI agents that handle real logistics work: parsing complex rate sheets, managing pricing intelligence across ocean, air, and trucking, and making "Self-Serve" a reality for thousands of shippers. You will build the intelligence layer that allows clients to commit freight on technology alone, with no account executive and no operations touch. This is a ground-floor opportunity to shape technical direction, set up a new codebase, and build the platform that moves Flexport from an assisted-sales model to a tech-run one for the long tail of our client base. You will partner with Pricing, Sales, Ops, and Design on hard domain problems and ship to the most-used client

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. Role and Responsibilities Highly motivated with passion, detail oriented, systematic and methodical approach in IC layout design Perform layout verification like LVS/DRC/Antenna, quality check and documentation. Demonstrate leadership Skill in planning, area/time estimation, scheduling, delegation and execution to meet project schedule/milestones in multiple project environment. Lead the layout design and development of complex analog, mixed-signal, and digital blocks and full chip level integration Ensure timely delivery of high-quality block-level layouts, meeting project milestones and design specifications. Perform layout verification including LVS, DRC, and antenna checks, along with thorough quality reviews and documentation. Collaborate with global engineering teams to ensure successful execution and integration of layout projects. Provide technical guidance and mentorship to junior team members, reviewing sub-block layouts and supporting their development. Demonstrate leadership in planning, time estimation, scheduling, and execution across multiple projects. Contribute actively to project management and cross-functional coordination. Proven experience in IC layout design with a systematic and methodical approach. Strong attention to detail and a passion for high-quality design. Excellent communication and collaboration

At Render, we’re building the modern cloud platform for developers creating AI-native, full-stack, multi-service applications. Our mission is to eliminate the tradeoff between the power of hyperscalers and the simplicity of developer-friendly platforms—so teams can ship fast, scale reliably, and focus on their product, not infrastructure. Unlike complex hyperscalers or ephemeral edge/serverless solutions, Render offers a developer-first experience with persistent compute, dynamic autoscaling, built-in orchestration, and observability, allowing teams to launch, scale, and manage real-world applications without writing infrastructure code or managing servers. Whether you're building LLM-powered applications, scalable SaaS products, or async processing pipelines, Render empowers teams to move fast and scale confidently from MVP to millions of users. Our platform is trusted by over 7 million developers worldwide and continues to grow rapidly. In February 2026, we raised an additional $100M in Series C financing, bringing our total funding to $260M, to accelerate our vision of making cloud infrastructure both powerful and intuitive—designed for the speed of modern AI development. We’re a diverse and talented team that values craft, velocity, and user experience. If you’re excited to help shape the future of the intelligent cloud and empower developers everywhere, we’d love to hear from you. Applying to Render We're seeking candidates who possess high integrity, humility, and an insatiable drive to learn. Through reasoned discussions and continuous feedback, we strive to improve both individually and collectively. We foster an environment of mutual trust and respect, empowering effective debate to achieve the best outcomes for our customers and team. We especially encourage members of underrepresented groups in the tech community to apply and understand that not all successful candidates will meet each requirement listed. Our interview process is unique to each role, and

Who we are About Stripe Stripe is a financial infrastructure platform for businesses. Millions of companies—from the world's largest enterprises to the most ambitious startups—use Stripe to accept payments, grow their revenue, and accelerate new business opportunities. Our mission is to increase the GDP of the internet, and we have a staggering amount of work ahead. That means you have an unprecedented opportunity to put the global economy within everyone's reach while doing the most important work of your career. About the team The Enterprise Product team is responsible for bridging the gap between Stripe's core capabilities and the bespoke needs of the world's largest organizations. We are hiring product managers who will be aligned to specific priority industries (e.g., insurance, healthcare, public sector), with each product manager acting as the "CEO" of their assigned vertical—identifying high-leverage opportunities, building 0-to-1 products to solve industry-specific blockers, and influencing our global product roadmap. You will be a critical partner to GTM leadership (Sales, Partnerships, Marketing) and a navigator across the broader Product organization. We are looking for high-agency builders who thrive in ambiguity and know how to move mountains through both direct execution and cross-functional influence. What you'll do We're hiring a product manager to own Stripe's product strategy and execution across our priority industry verticals, starting with complex, regulated industries like insurance, healthcare, and public sector. We are seeking a highly-entrepreneurial, data-driven product leader who will define where Stripe plays, build 0-to-1 products to unlock new revenue, and influence Stripe's broader Product organization to meet the unique needs of enterprise customers in your vertical. The products you build will directly shape how the world's largest companies use Stripe—and how Stripe grows within one of its most strategic segments. Responsibilities

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. Key Responsibilities: Contribute to the development of new product opportunities by assisting with the overall Verification Activities of DRAM Design Actively leverage AI‑based tools, agentic workflows, and automation frameworks to: Accelerate verification cycle time Assist in Test-Case/TB and various other components required for DRAM Design Verification Improve debug efficiency across simulation and silicon learning loops Provide verification support to design projects by simulating, analyzing, and debugging pre-silicon block level/full chip designs. Develop Test cases/Stimulus to increase the functional coverage for all DRAM and emerging memory architectures and features Develop and maintain test benches / test vectors using simulation tools and run regressions for coverage analysis and improvements using Agentic AI Flow Hands on experience in SV, UVM based Verification. Good scripting skills using perl, python is a plus Good understanding of digital / mixed signal circuits and experience in Digital /Mixed signal Verification. Understand the usage of industry standard tools like Virtuoso, Xcellium, Simvision, vsim, Waveview, Finseim, Hspice and Micron-specific simulators Collaborate with CAD, EDA, and software teams to integrate AI‑driven flows into simulation, verification, and design sign‑off environments and contribute to cross-group communication to work towards standardization and group success About M

About the Job: As a Staff Engineer on LaunchDarkly's Experimentation team, you'll build the platform that helps engineering teams make data-driven decisions with confidence. Our Experimentation product enables customers to run A/B tests, measure the impact of feature changes, and optimize experiences — integrated with a feature management platform that processes trillions of evaluations daily. This role sits at the intersection of data science and platform engineering. You'll design the statistical engine, warehouse-native analysis pipelines, and adaptive experimentation systems (including contextual bandits) that power our customers' most important decisions. We want someone who brings genuine depth in applied statistics and ML — as fluent in statistical validity as in system architecture. You'll also architect warehouse-agnostic features that run analysis directly inside customers' data warehouses (Snowflake, Databricks, Redshift, BigQuery) — modular computation layers that abstract across warehouse environments while maintaining statistical correctness. Deep technical experience, a scientific mindset, and the ability to influence product and technical direction are critical. You'll lead by example: setting the bar for rigor, mentoring teammates, and owning systems end to end, including on-call. Responsibilities: Build the experimentation statistical engine — hypothesis testing, sequential analysis, variance reduction ( CUPED , Winsorization), power analysis. Ensure statistical correctness across all experiment types. Design warehouse-native experimentation that runs analysis inside customer warehouses (Snowflake, Databricks, Redshift, BigQuery). Build modular, warehouse-agnostic abstractions for rapid new backend support. Lead adaptive experimentation — contextual bandit systems, Bayesian optimization, automated allocation beyond simple A/B tests. Drive the platform roadmap with product, design, and data science. Shape what we build, not just how. Collaborate cro

About us Graphcore is one of the world’s leading innovators in Artificial Intelligence compute. It is developing hardware, software and systems infrastructure that will unlock the next generation of AI breakthroughs and power the widespread adoption of AI solutions across every industry. As part of the SoftBank Group, Graphcore is a member of a best-in-class family of companies responsible for some of the world’s most transformative technologies. Together, they share a bold vision: to enable Artificial Super Intelligence and ensure its benefits are accessible to everyone. Graphcore’s teams are drawn from a diverse group of backgrounds and bring a broad range of skills and perspectives. A melting pot of AI research specialists, silicon designers, software engineers and systems architects, Graphcore enjoys a culture of continuous learning and constant innovation. Job Summary We are seeking a senior validation lead engineer to lead at-scale rack validation efforts for next-generation AI hyperscale systems. This role focuses on post-silicon system validation across the full lifecycle, ensuring functional, electrical, and thermal performance meets product objectives. You will own end-to-end blade and rack validation including planning, development, execution, and debug while collaborating across firmware, systems, and hardware teams. The Team The Rack Validation team is responsible for ensuring system readiness and quality at scale. The team works cross-functionally with firmware, silicon, and system engineering teams to validate complex AI compute platforms. Responsibilities and Duties Lead post-silicon validation of AI compute blades and racks including test planning, development, and automation. Drive provisioning and integration of system components (SoC FW, BMC, RMC, OS) for rack-level readiness. Own execution against program achievements and report validation progress and risks. Triage test failures, collect debug data, and collaborate on root cause analysis. Track

Who we are About Stripe Stripe is a financial infrastructure platform for businesses. Millions of companies - from the world’s largest enterprises to the most ambitious startups - use Stripe to accept payments, grow their revenue, and accelerate new business opportunities. Our mission is to increase the GDP of the internet, and we have a staggering amount of work ahead. That means you have an unprecedented opportunity to put the global economy within everyone's reach while doing the most important work of your career. About the Organization The Payments organization focuses on developing products and platforms that enable users to accept payments from customers efficiently. This includes building APIs for processing payments, enabling regional, non-card payment options, and extending Stripe's capabilities to make it easy for businesses to accept in-person payments. Optimized Checkout and Link teams work to create best-in-class checkout experiences that enhance customer satisfaction and drive merchant conversion rates. Team Matching: exact team matching for one of the subteams within this org will begin during final stages. Please note we may also consider you for different orgs based on your experience, location, etc. More information on our team matching process can be found here . Regardless of team, you will own a critical piece of Stripe's payments stack, define product strategy that balances user needs with infrastructure complexity, and ship products that directly impact Stripe's revenue and the success of millions of businesses. What you’ll do We’re looking for Staff Product Managers who deeply understand their customers and want to make an impact on managing money at a global scale. Our team collaborates with many cross-functional teams at Stripe to deliver innovative solutions that address evolving user needs. Responsibilities Develop the long-term vision and strategy for your pillar and create and execute on a compelling roadmap Build deep user

A BOUT TIDE At Tide, we help SMEs save time and money in the running of their businesses by not only offering business accounts and related banking services, but also a comprehensive set of highly usable and connected administrative solutions, from invoicing to accounting. Tide is transforming the small business banking market and now supports over 2 million members globally across the UK, India, Germany and France. Using advanced technology, all solutions are designed with SMEs in mind. With quick onboarding, low fees and innovative features, we thrive on making data driven decisions to serve our mission: to help SMEs save time and money so they can get back to doing what they love. Tide facts: Tide is available for UK, Indian, German and French SMEs Over 2 million members across UK and India Over $300 million raised in funding Over 2,800 Tideans globally Recognised with Great Place to Work certification three years in a row, and among India’s Top 50 Best Workplaces in Banking, Financial Services, and Insurance in 2026 We have offices in Central London, with a member support and technology centre in Sofia, Bulgaria, technology centres in Serbia, Romania, Lithuania and Hyderabad and offices in Gurugram, New Delhi, Berlin, Paris and Luxembourg ABOUT THE ROLE Be at the forefront of the AI revolution, working on cutting-edge projects that shape the future of financial services. You’ll join a passionate team focused on building high-quality, scalable products with real-world impact. We’re looking for a Staff-level Backend Engineer (AI) to bridge robust backend systems with Generative AI. You’ll design the frameworks, standards, and platforms that allow AI capabilities to scale securely, reliably, and efficiently across the enterprise, going beyond feature delivery to influence long-term technical direction. AS A STAFF ENGINEER YOU WILL BE: Build core services for Tide’s agentic platform, including APIs, workflow orchestration, and tool integration Integrate b

At Affirm, we exist for the moments that matter—giving people a clear, predictable way to pay over time, with no hidden fees, no surprises, and no tradeoffs on what matters most. Affirm is building its own bank — and this role sits at the center of that ambition. We’re looking for a Staff Product Manager who has shipped a consumer-facing deposit or fintech product to market. You’ll own the end-to-end bank product: launching the deposit product to consumers, operationalizing a new bank charter within Affirm’s ecosystem, driving loan originations through the bank entity, and ensuring seamless integration across Affirm’s platform. This is a rare opportunity to build a foundational new business line from the ground up — one that will reshape how Affirm funds, serves, and grows relationships with its consumers. You’ll work at the intersection of regulated banking, platform engineering, and consumer products to bring Affirm’s bank to life. What You’ll Do Serve as the single-threaded product owner across deposits, loan originations, banking compliance, and operations. You are the person who holds the full picture of how the bank works within Affirm’s ecosystem — and you drive it forward. Partner cross-functionally with Engineering, Marketing, Branding, Content, and Design to shape the consumer deposit experience and go-to-market strategy, including owning positioning, launch sequencing, and consumer-facing messaging for the deposit product. Own the roadmap for the deposit product on a go-forward basis, scaling from early launch to a multi-billion-dollar deposit base and making strategic decisions about how deposits integrate with Affirm’s credit products and broader consumer experience. Collaborate cross-functionally across Affirm’s internal teams and with our external vendors to ensure stakeholders are aligned on the vision for launch. Partner with Legal, Compliance, Risk, and the Bank’s executive team to drive bank operations readiness — regulatory readiness, process mat

At Affirm, we exist for the moments that matter—giving people a clear, predictable way to pay over time, with no hidden fees, no surprises, and no tradeoffs on what matters most. Affirm is building its own bank — and this role sits at the center of that ambition. We’re looking for a Staff Product Manager who has shipped a consumer-facing deposit or fintech product to market. You’ll own the end-to-end bank product: launching the deposit product to consumers, operationalizing a new bank charter within Affirm’s ecosystem, driving loan originations through the bank entity, and ensuring seamless integration across Affirm’s platform. This is a rare opportunity to build a foundational new business line from the ground up — one that will reshape how Affirm funds, serves, and grows relationships with its consumers. You’ll work at the intersection of regulated banking, platform engineering, and consumer products to bring Affirm’s bank to life. What You’ll Do Serve as the single-threaded product owner across deposits, loan originations, banking compliance, and operations. You are the person who holds the full picture of how the bank works within Affirm’s ecosystem — and you drive it forward. Partner cross-functionally with Engineering, Marketing, Branding, Content, and Design to shape the consumer deposit experience and go-to-market strategy, including owning positioning, launch sequencing, and consumer-facing messaging for the deposit product. Own the roadmap for the deposit product on a go-forward basis, scaling from early launch to a multi-billion-dollar deposit base and making strategic decisions about how deposits integrate with Affirm’s credit products and broader consumer experience. Collaborate cross-functionally across Affirm’s internal teams and with our external vendors to ensure stakeholders are aligned on the vision for launch. Partner with Legal, Compliance, Risk, and the Bank’s executive team to drive bank operations readiness — regulatory readiness, process mat

Employee Applicant Privacy Notice Who we are: Shape a brighter financial future with us. Together with our members, we’re changing the way people think about and interact with personal finance. We’re a next-generation financial services company and national bank using innovative, mobile-first technology to help our millions of members reach their goals. The industry is going through an unprecedented transformation, and we’re at the forefront. We’re proud to come to work every day knowing that what we do has a direct impact on people’s lives, with our core values guiding us every step of the way. Join us to invest in yourself, your career, and the financial world. The Role As a Staff Credit Policy Analyst– Condominium, Co-op & Project Review Strategy for Home Loans, you will lead credit policy strategy, governance, and execution, with a primary focus on condominium and co-op project review strategy, including warrantable and non-warrantable condominium programs. This role will support SoFi’s broader residential lending platform across Conforming, Government, CES, Home Equity, Portfolio, Jumbo, Non-Agency, and other specialty products. You will develop and maintain policy frameworks governing condominium and co-op project eligibility, non-warrantable condominium lending, project-level risk assessment, documentation requirements, exceptions, investor compliance, and escalation practices. You will serve as a strategic partner to Credit Risk, Credit Operations, Capital Markets, Product, Operations, Legal, Compliance, and Technology. The role will translate complex credit, regulatory, investor, and market requirements into clear policy, effective controls, scalable processes, and executable business rules. What You’ll Do Credit Policy Leadership & Strategy Lead the development, governance, and continuous improvement of credit policies across SoFi’s home lending products. Own the strategy and policy framework for condominium and co-op project reviews, including war