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As the Manager of Model Validation & Verification (VnV) for Behavior Autonomy, you will lead an engineering and data science team responsible for evaluating, benchmarking, and validating the machine learning models and behavioral algorithms that drive our autonomous vehicle (AV) prediction and planning stacks. You will own the statistical frameworks, offline/online evaluation metrics, and validation pipelines that ensure our behavioral models operate safely, comfortably, and predictably. Operating at the intersection of Data Science, Machine Learning, and Safety Engineering, you will partner closely with Autonomy Software, Prediction, Planner, and ML Operations teams to establish data driven release criteria for our AV fleet. In this role, you will: Team Leadership & Execution: Lead, mentor, and scale a high-performing team of Data Scientists, ML Validation Engineers, and Software Engineers while driving roadmaps, sprint execution, resource allocation, and high-throughput model releases with rigorous safety guardrails. Culture of Rigor: Foster a culture of statistical excellence, healthy skepticism, proactive risk tracking, and data-driven decision-making. Validation Strategy & Methodologies: Define and execute end-to-end validation strategies across offline evaluation, open/closed-loop simulation, and shadow-mode fleet benchmarking to ensure robust behavioral model performance. Statistical uncertainties, and regressions into clear, data-driven recommendations for release gating and executive leadership. Metrics, Release Gating & Rigor: Oversee metric development and standardization with System Safety and Autonomy teams, establishing quantitative go/no-go release criteria for Behavioral Planner and Prediction ML models while fostering statistical rigor and proactive risk management. Cross-Functional & Infrastructure Partnership: Partner closely with Planner, Prediction, MLOps

SLSQ227R805 The Team The Partner Strategy & Operations team supports Databricks' robust ecosystem of Cloud, SI and ISV, working with the Databricks Partnerships team. Our team is laser focused on driving operational scale in an extremely high-growth environment. We empower our stakeholders and senior leadership with the insights, tools and decision criteria to inform proactive, effective, and data-driven programmatic strategies. The Role You will be in a critical and visible position, playing a key role in scaling the Partnerships team's strategy. In this role, you will combine analytical insight, strong business acumen, and robust cross-functional partnerships with leaders across the company while partnering with our Partnerships VP to set a strategy and medium/long term goals for the business. You will then lead the execution of many of these initiatives, building scalable processes, building consensus, and supporting all of it with proactive data-driven insights and analysis along the way. You will work with our Partnerships, Sales, Product, Finance, Data, Legal, Commercial, and other GTM teams. You will report to the Director of Partner Strategy and Operations. The impact you will have: Serve as a strategic business partner to one or more Partner VPs Lead executive analyses, strategies, and deliverables (e.g., board materials, QBR) Define and manage high impact x-functional programs end to end Own the operating cadence and provide performance visibility against targets Inform and enhance partner strategy and programs with voice of the field and quantitative analysis Generate deep dives into performance trends with action-oriented outcomes Guide annual GTM planning process (FY and long-range modeling, KPI setting, HC planning) What we look for: Relevant experience: 7+ years of strategy & operations experience (eg. Enterprise SaaS experience, top tier strategy consulting, investment banking, business operations) Business Ownership: Leadership and con

About Paytm Paytm is India's leading mobile payments and financial services distribution company. Pioneer of the mobile QR payments revolution in India, Paytm builds technologies that help small businesses with payments and commerce. Paytm’s mission is to serve half a billion Indians and bring them to the mainstream economy with the help of technology. About the Role UPI is the backbone of India's digital payments revolution — and Paytm is one of its largest participants, processing hundreds of millions of transactions every month. We are looking for a Product Manager to join our UPI team and drive product strategy, user growth, and experience excellence across our UPI-powered flows. This role sits at the intersection of consumer behaviour, financial infrastructure, and regulatory nuance. You will own high-impact product surfaces and work closely with engineering, design, data, and business teams to ship products that millions of Indians use daily. Key Responsibilities 1. Analytics Strategy & Ownership - Own the end-to-end analytics charter for one or more UPI surfaces — from metric definition to instrumentation to insight generation - Build and maintain the source-of-truth framework for north-star and guardrail metrics across the UPI funnel (initiation, authentication, success/failure, retention) - Partner with NPCI-mandated reporting requirements and ensure analytical rigor aligns with regulatory data standards - Lead a team of analysts, setting priorities, reviewing outputs, and raising the bar on analytical craft 2. Funnel, Growth & Behavioural Insights - Diagnose friction points across the UPI journey using deep-dive analysis, cohort studies, and funnel decomposition - Build engagement, frequency, and top-of-wallet models to inform product and growth strategy - Design analytical frameworks for discovery and nudge effectiveness as new UPI capabilities are adopted - Partner with design and product research to combine quantitative and qualitative signals into a

About the Role UPI is the backbone of India's digital payments revolution — and Paytm is one of its largest participants, processing hundreds of millions of transactions every month. We are looking for an Analytics Lead to join our UPI team and own the data and insights charter that powers product, growth, and platform decisions across our UPI-powered flows.This role sits at the intersection of consumer behaviour, financial infrastructure, and large-scale data systems. You will build the analytical backbone for UPI — from funnel and cohort frameworks to experimentation infrastructure — and work closely with product, engineering, data science, and business teams to turn transaction-scale data into decisions that affect millions of Indians daily. Key Responsibilities 1. Analytics Strategy & OwnershipOwn the end-to-end analytics charter for one or more UPI surfaces — from metric definition to instrumentation to insight generationBuild and maintain the source-of-truth framework for north-star and guardrail metrics across the UPI funnel (initiation, authentication, success/failure, retention)Partner with NPCI-mandated reporting requirements and ensure analytical rigor aligns with regulatory data standardsLead a team of analysts, setting priorities, reviewing outputs, and raising the bar on analytical craf t2. Funnel, Growth & Behavioural InsightsDiagnose friction points across the UPI journey using deep-dive analysis, cohort studies, and funnel decompositionBuild engagement, frequency, and top-of-wallet models to inform product and growth strategyDesign analytical frameworks for discovery and nudge effectiveness as new UPI capabilities are adoptedPartner with design and product research to combine quantitative and qualitative signals into a single narrative 3. Platform Reliability & Scale AnalyticsDefine and monitor SLA, success-rate, and latency benchmarks; build alerting and anomaly-detection frameworks tied to these metricsBuild root-cause analysis playbooks for pa

ABOUT THE TEAM At Mural, we believe great collaboration starts with deep understanding. Our mission is to help teams think and work together better. The Design and Research team uncovers the truths that power that mission, guiding product, design, and strategy through rigorous, human-centered inquiry. We combine behavioral science, market insight, and creative exploration to shape Mural’s future for how teams ideate, align, and collaborate together across the world. YOUR MISSION As the Principal, User Researcher at Mural, you’ll start a UX research practice and lead foundational and strategic research that shapes how the company defines its next generation of experiences. You’ll partner across product, design, sales, marketing, and strategy to identify new opportunity spaces, clarify evolving user needs, and guide the organization toward long-term innovation. This is a primarily individual-contributor role focused on uncovering deep human collaboration insights that drive strategy, innovation, and long-term vision. You’ll also help shape and scale the UXR discipline at Mural by mentoring designers to confidently run tactical usability studies, and establishing the frameworks and best practices that elevate research across the company. Think of it as being the first research leader at a fast-growing startup, with the reach and resources of a global platform. WHAT YOU'LL DO Player Responsibilities (Individual Contributor Work): Lead mixed-methods research (qualitative and quantitative) that explores user needs, behaviors, and motivations across multiple product areas. Drive foundational studies that reveal how teams collaborate and what barriers exist in business collaboration, hybrid, and distributed work. Design and execute medium to large-scale studies that combine qualitative depth with quantitative rigor (surveys, logs analysis, segmentation, and concept testing). Develop a tempo where actionable insights are timely and urgently positioned to shape key product de

At Lyft, our purpose is to serve and connect. We aim to achieve this by cultivating a work environment where all team members belong and have the opportunity to thrive. Lyft is seeking a Mixed Methods User Experience Research Intern to join our team, which aspires to elevate the user experience for our drivers and riders across 300+ cities nationwide. You will conduct research studies, as well as participate in studies alongside more senior researchers from which you’ll gain strong mentorship. You will partner with Design, Product Management, Analytics, and Engineering in order to derive deep insights about our users’ behaviors and attitudes, and communicate results and actionable recommendations across the company. Interns contribute to user-facing products, working side-by-side with top User Experience Research team members in the industry while having autonomy from the get-go. Lyft fosters a collaborative environment in the office, so there's always a sharp mind eager to hear about your next idea. So what's yours? Responsibilities: Design and conduct studies across key Lyft product areas -- independently and in conjunction with more senior researchers. You will utilize methods such as ethnographic & field research, diary studies, surveys, user/usability testing (remote and in-person), guerrilla research, and any other methods you find impactful Review, analyze, and communicate qualitative and/or quantitative data to generate tactical and strategic insights, as well as actionable recommendations which drive product innovation and design improvements for users Experience: Currently pursuing a Bachelor's, Master's or PhD degree in Human-Computer Interaction, Anthropology, Design, Psychology, Cognitive Science, or a related field from a university in Canada with a graduation date between December 2027 and Summer 2028 (required) Available during Summer 2027 for an internship in Toronto Extraordinary organizational skills and meticulous eye

Role Overview You’ll be a strategic HR Business Partner, working closely with leaders to shape how people are hired, developed, motivated, and retained. In this role, you’ll support Customer Support, Customer Success, and Professional Services teams while turning people and organizational insights into clear, practical actions that strengthen performance and culture. You’ll advise leaders on organizational design, coach managers, and use data to identify trends before they become issues. You’ll also be the go-to partner for employee relations in India, helping resolve complex situations with sound judgment, empathy, and a strong understanding of local employment law. Here’s a breakdown of what you’ll do (not all of it, just the important stuff) Partner with business leaders as a trusted advisor on organizational effectiveness, workforce planning, and people strategies. Use qualitative and quantitative data to identify trends, inform decisions, and translate analysis into clear priorities and actions. Lead and resolve complex employee relations matters in India, ensuring fair, compliant, and timely outcomes. Design, improve, and deliver programs across performance management, career development, coaching, and recognition to support managers and individual contributors. Drive key HR cycles, including performance, compensation, and talent reviews, within your business area while aligning with global standards and practices. Stay current on HR best practices and regulatory changes, and proactively guide leaders on their implications for teams. These are the essentials you’ll need to get an interview 5+ years of relevant experience as an HR Business Partner or in a similar HR role. Hands-on experience managing employee relations in India, including complex and sensitive cases. Proven ability to partner with and influence stakeholders at all levels, including senior leadership. Track record of managing multiple priorities in a fast-paced environment and delivering complex

Scale’s Generative AI business unit is experiencing historic growth. As the Community Manager, you will spearhead initiatives connecting hundreds of thousands of expert contributors on our platform. This is a strategic operational role requiring the execution of an operator, program manager, and creative writer. You’ll need an entrepreneurial mindset, operational rigor, and the ability to communicate effectively with diverse stakeholders across internal and external community channels. Scale’s mission is to develop reliable AI systems for the world’s most important decisions. Our Generative AI unit partners with the world's most advanced research teams to improve their models with human data. You will ensure that our global network of contributors stay engaged and informed so that they can do their best work. You will manage communications, execute virtual campaigns and events, and develop strategies to grow and retain our contributor base. This pivotal role shapes community culture, facilitates a thoughtful contributor experience, and harnesses the energy of our community in order to achieve high-level business goals. You must employ creative problem-solving to resolve complex operational challenges and manage the communications cadence across diverse stakeholders. In this role you will: Create strategies to increase participation and satisfaction, overseeing external platforms like Reddit and managing our internal Outlier Community Develop systems to efficiently channel questions, feedback, and disputes across our platforms and social channels Lead with vision: Set direction for multi-team areas and inspire clarity and alignment Organize virtual events to foster connection and monitor community sentiment in order to proactively mitigate risk and address concerns Leverage user feedback, insights, and quantitative metrics to drive improvement in product and operational strategies Enable the team: Instill ownership, drive cross-team collaboration, and remove structur

Ready to do the most impactful work of your career? At Coinbase , we are uncompromising on our mission to increase economic freedom. The bar is high, the environment is intense, and we like it that way. This isn't a place for complacency, it’s a place to be pushed past your perceived limits. If you're ready to build the future of finance alongside people who refuse to settle for "good enough," you belong here. Coinbase is a remote-first, but not remote-only company. Expect to get together quarterly for intense in-person working sessions called “surges.” learn more about working at Coinbase . This is a 12-week internship during summer 2027. As an FP&A Intern, you'll join the FP&A team within the Finance organization and help power the financial planning engine behind Coinbase's revenue-generating product groups. This team delivers forecasting, variance analysis, and strategic deep dives that inform how leadership allocates resources and evaluates business health. You'll build revenue models, analyze macroeconomic drivers, and create dashboards that give cross-functional partners real-time visibility into performance across product lines. What you'll do: Build revenue forecasting models for new or existing Coinbase products, identifying macro and controllable drivers that explain and predict performance Conduct quantitative deep dives on the correlation between Coinbase revenue segments and macroeconomic or crypto economy variables Create dashboards summarizing key metrics to evaluate year-over-year performance across revenue lines Partner with cross-functional teams including Business Operations, Data, Accounting, Treasury, and Investor Relations to surface risks and opportunities Required Skills and Experience: Currently pursuing a degree or certificate in Finance, Economics, Business Administration, Data Science, or a related quantitative discipline Demonstrated financial modeling capability through coursework, projects, or prior internships, in

Ready to do the most impactful work of your career? At Coinbase , we are uncompromising on our mission to increase economic freedom. The bar is high, the environment is intense, and we like it that way. This isn't a place for complacency, it’s a place to be pushed past your perceived limits. If you're ready to build the future of finance alongside people who refuse to settle for "good enough," you belong here. Coinbase is a remote-first, but not remote-only company. Expect to get together quarterly for intense in-person working sessions called “surges.” learn more about working at Coinbase . This is a 12-week internship during summer 2027. Join the Institutional Operations Solutions (IOS) team within the Institutional group as a Institutional Operations Intern. This team manages risk and delivers operational solutions across Coinbase’s Institutional organization, supporting a broad range of teams and functions that help scale the institutional business. You'll work cross-functionally with internal stakeholders and institutional clients, tackling real operational challenges. What you'll do: Support day-to-day IOS operations while identifying and managing operational risk across compliance and regulatory requirements Identify opportunities to improve existing processes and risk management capabilities, recommending solutions backed by data analysis Partner with Product, Engineering, and other cross-functional stakeholders to build technology solutions that support institutional operations at scale Analyze data sets and deliver recommendations grounded in sound quantitative reasoning Collaborate with fellow interns on a group project solving a real business problem, presenting findings and solutions to the leadership team Required Skills and Experience: Currently pursuing a degree or certificate in business, management, finance, accounting, or a related discipline Demonstrated problem-solving ability with capacity to identify second-order effects and

Reddit is a community of communities. It’s built on shared interests, passion, and trust, and is home to the most open and authentic conversations on the internet. Every day, Reddit users submit, vote, and comment on the topics they care most about. With 100,000+ active communities and approximately 130 million daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit www.redditinc.com . Reddit is continuing to grow our teams with the best talent. This role is completely remote friendly within the United States. If you happen to live close to one of our physical office locations (San Francisco, Los Angeles, New York City, or Chicago) our doors are open for you to come into the office as often as you'd like. This is a remote position, but candidates must be based in the Eastern Time Zone (EST/EDT) to be considered. Reddit's communities thrive when we can identify where growth is possible, understand what is driving or constraining it, and turn those insights into clear product and operating choices. We are looking for a Senior Manager, Community Growth & Intelligence to build this capability for the Community Growth organization. As a strategic and analytical force multiplier, you will turn open-ended opportunities into structured problems, quantitative opportunity sizes, investment cases, and executable plans. You will connect Community and Product strategy, establish operating and measurement rhythms, and make our impact clear to senior leaders. This is a hands-on player-coach role. You will initially lead a small team while staying close to the analysis, synthesis, and execution. The role sits at the intersection of community growth, community marketing, product strategy, and business operations. It is not a traditional community management role or a data science role. You should be comfortable working directly with data and going deep with Data Science partners without needing to be a data scient

About Karya : Why was Karya on the cover of the Time Magazine , highlighted by Satya Nadella , and chosen by Google as its partner for Project Vaani ? In part, because Karya is on a mission to provide AI enabled earning and learning opportunities to economically underserved communities, thereby building a pathway out of poverty for them. Karya achieves this while also delivering high quality, timely, and price competitive data to its clients. Karya's workers make at least 20 times the Indian minimum wage and through our one-of-a-kind digital work platform, we have delivered over 40 million digital tasks and are poised to positively impact over 100 thousand workers by the end of the year. In the coming years, our goal is to rapidly scale our impact by bringing economic opportunities to millions of underserved users in India. The Role At Karya, we're building AI evaluation systems that measure and understand whether these systems actually work for the communities they're meant to serve. We're looking for a research intern who can bring a social science lens into this work, specifically around evaluating language technologies (speech, text, and translation systems) built for and with Indian communities. You'll be embedded with the Evaluations team within Karya's tech team, which means you'll get a front-row seat to the full arc of AI work happening in India today from how models are built, to how they're tested, to how they land in the hands of rural and economically underprivileged communities. You'll be expected to stay current on AI evaluation science itself, and use your disciplinary training to ask sharper questions about what these systems are actually doing, and to whom. Concretely, this means: Applying social science research methods (qualitative and/or quantitative) to the evaluation of AI/ML systems, particularly language technologies Contribute to developing AI evaluation and testing methodologies Investigating how these technol

Our Mission You call. You wait. You call again. In every other part of your life, you book in seconds. In healthcare, you’re blocked. We’re here to give power to the patient. For nearly 20 years, we’ve built the leading healthcare marketplace - helping tens of millions of people find and book the care they need. Now, we’re going further: building our infrastructure beyond Zocdoc’s marketplace to power access to care wherever patients search, from provider websites and insurance directories to search engines, AI platforms, and more. Healthcare still lacks something every other major consumer industry takes for granted: a seamless way to go from seeking to getting . We don’t want to own the front door to care; there isn't one. We want to make sure all of those doors open when patients are knocking. Fixing healthcare starts with fixing access to it. And we're still just getting started. Your Impact on our Mission Healthcare is complicated: people are anxious about their health, insurance coverage is obscure, and there’s uncertainty in finding the right type of care. Meanwhile, providers face thin margins, growing competition, and operational workflows that drown their staff in administrative burden. As a Principal UX Researcher, you'll immerse yourself deeply in understanding these problems, and own the research strategy for one of Zocdoc's two core user groups: the patients searching for care, or the practices delivering it. You'll report to the Director of Research and partner with Product, Design, Brand, Marketing, and Data Science leadership to proactively shape product strategy. You'll set the bar for high quality strategic quantitative and qualitative research that cuts across product teams and shapes the product roadmap. You'll identify unanswered research questions and unvalidated assumptions across the company, develop a clear POV on user needs, and use research insights to drive business objectives. Your work will span th

Why us? Insurify is one of the America’s fastest-growing MIT FinTech startups and has been recognized as one of Inc. 5,000’s fastest-growing private companies in America in 2025, 2024, 2023, 2022 and 2021, Forbes Fintech 50 List for 2023, 2022, and 2021, Forbes Next Billion Dollar Startups of 2022 global and Top 100 InsurTech company. We’re changing the way millions of people compare, buy and manage insurance with artificial intelligence, technology, and superior product design. Our company vision is to be recognized as the preeminent and most trusted digital agent for insurance comparison, purchase, and management. Our team is critical to achieving our vision and fostering the right culture is essential to our team’s success. How you'll make an impact Work and grow in a goal-focused, impact-driven full-stack data science team Partner closely with Marketing to build more sophisticated bidding and targeting across Paid Search, Retargeting, and Email Develop models and algorithms that personalise how results are ranked in the product Spot opportunities, propose experiments, and build models that improve customer conversion What you need to succeed 1+ years of relevant experience Experience building and applying machine learning models with clear business impact Strong Python (numpy, pandas, sklearn) and SQL Strong quantitative and programming skills with a product-driven sensibility Ability to clarify a business problem, identify a good solution, and ship it Curiosity about data and outliers — using data to propose and confirm cause and effect Delivery focus: you get things done within a fixed timeline (math/CS competition background is a plus) Interest in using AI to scale your impact Quick learner with the drive for startup pace Comfortable working iteratively and hands-on in a small team Graduate degree in a technical/quantitative discipline Fluent spoken and written English Benefits 25 days annual leave Enhanced private medical, dental and vision insurance

A CAREER WITH POINT72'S INTELLIGENCE TEAM Point72’s Intelligence team sets the industry standard for intelligence driven analysis by proactively identifying, monitoring, and assessing various sources of risk using proprietary tools and specialized tradecraft. We support senior management by providing strategic assessments, actionable recommendations, and real-time escalations. WHAT YOU’LL DO We are looking for a subject matter expert to join a dynamic assessment and selection team with highly visible impact. You will collaborate across departments internally and provide recommendations to senior leaders based on your judgments and insights. You will be a hands-on practitioner, designing and conducting applied research. This is NOT a clinical role. Specifically, you will: Apply domain expertise to support the firm in identifying, assessing, and interviewing candidates Develop and implement research-driven assessment tools and processes Synthesize findings, author reports, and produce high-quality recommendations for senior leaders across the firm Serve as a technical advisor in the domain of psychology and brief internal stakeholders on team processes Identify and integrate emerging research and techniques that improve internal processes WHAT’S REQUIRED PhD degree in cognitive psychology, neuroscience, decision science, social psychology, organizational psychology, or a related field Excellent written and verbal communication skills, with the ability to make complex concepts clear to senior stakeholders Demonstrated experience designing, evaluating, and interpreting qualitative and quantitative assessments and organizational data Experience conducting structured interviews and translating interview data into evidence-based assessments Strong critical thinking skills, including the ability to evaluate alternative explanations and guard against bias Ability to collaborate across departments and provide clear recommendations based on sound judgment Willingness to quickl