About KalshiKalshi is pioneering a new frontier in finance with its unique prediction markets platform, empowering individuals to trade on the outcomes of various events and transform any future question into a financial opportunity. We have worked diligently to legalize prediction markets in the United States, making history as the fastest-growing financial market in the country, with a diverse range of markets spanning politics, economics, finance, weather, technology, AI, culture, and beyond.At Kalshi, we envision a future where prediction markets emerge as the largest financial marketplace globally, enabling everyone to turn their insights into financial positions.Our Vision: To construct the largest financial market on Earth.Our Mission: To foster greater truth in the world through the power of markets.Our culture thrives on attracting top-tier talent, embracing hard work, and celebrating our collective journey. We are on the lookout for exceptional and driven individuals to join our compact team as we build the future of financial markets.Your RoleAs a key member of Kalshi's engineering team, you will play a crucial role in developing the next-generation financial ecosystem, akin to establishing a new NYSE or CME from the ground up. In our agile and dynamic environment, your responsibilities will quickly expand, and the impact of your work will be highly visible. Much of our infrastructure is still in its early stages, giving you the opportunity to design, own, and evolve entire systems.Key ResponsibilitiesEnhance observability, reliability, and service availability by defining and measuring critical metrics.Develop automation and systems to eliminate toil and lessen operational burdens.Work collaboratively with core infrastructure engineers to optimize cloud deployments (Docker, Terraform, Kubernetes, EC2, etc.).Partner with product teams to minimize service disruptions and automate incident response.Identify and analyze reliability issues across the stack, implementing software solutions for substantial, long-term improvements.Mentor engineers and cultivate a culture where reliability is a fundamental engineering principle.Produce high-quality, thoroughly tested code that meets both internal and external customer requirements.Troubleshoot complex technical challenges to enhance system usability, operability, and diagnosability.

Join Kalshi: Pioneers in Prediction MarketsKalshi is revolutionizing the financial landscape by introducing a groundbreaking concept: prediction markets. Our platform empowers individuals to trade on the outcomes of various events, transforming questions about the future into viable financial assets. After years of advocacy, we successfully legalized prediction markets in the United States, positioning ourselves as the fastest-growing financial market in the country with an extensive range of markets spanning politics, economics, finance, weather, technology, artificial intelligence, culture, and more.We envision a future where prediction markets become the largest financial marketplace, enabling anyone to convert any scenario into a financial position.Our vision: To build the largest financial market on the planet.Our mission: To enhance the world’s understanding of truth through the power of market dynamics.Our culture is straightforward: we hire top-tier talent, work diligently, and relish our journey together. We are seeking driven and exceptional individuals to join our compact team to forge the next generation of financial markets.Your Role: Infrastructure EngineerAs an Infrastructure Engineer at Kalshi, you will design, build, and scale the systems that sustain our exchange, clearinghouse, API infrastructure, and broker and market-maker connectivity. Your role is pivotal in crafting a next-generation financial ecosystem akin to the NYSE or CME but rebuilt from the ground up.Being part of a small engineering team means your responsibilities will expand quickly, and your impact will be both visible and foundational. Much of our infrastructure remains uncharted territory, granting you the opportunity to design and take ownership of entire systems. You will engage across the complete infrastructure and DevOps stack, ensuring reliability, speed, and robustness for one of the most ambitious financial platforms ever constructed.Key ResponsibilitiesEstablish and standardize the infrastructure for software building, versioning, testing, and deployment.Automate testing frameworks throughout the testing pyramid (unit, API, integration).Architect large-scale systems with strategic trade-offs pertaining to performance, risk, and long-term maintainability.Develop and uphold infrastructure for high-performance data feeds and trading APIs.Support clearing systems with high availability and stringent guarantees, including margining, collateral management, and banking integrations.Conduct stress tests and fortify critical systems for robustness and scalability.Deliver solutions swiftly and with high quality.

Kalshi is building a platform where people can trade on the outcomes of real-world events. The company’s focus spans politics, economics, technology, weather, AI, and culture. After years of work to legalize prediction markets in the U.S., Kalshi has grown rapidly and is now recognized as a leader in this space. The team’s goal is to create the largest financial market in the world, opening the door for anyone to take a position on nearly any event. Kalshi’s mission centers on bringing more truth to the world through the power of markets. What sets Kalshi apart Vision: Build the largest financial market on the planet Mission: Use markets to bring more truth to the world Working at Kalshi Kalshi values exceptional talent, a strong work ethic, and camaraderie. The company is looking for ambitious people to join its New York office and help shape the future of financial markets.

Kalshi is seeking a dynamic and skilled Regulatory Counsel to join our legal team in New York. In this pivotal role, you will be responsible for navigating the complex landscape of regulatory compliance within the financial sector. Your expertise will guide the company in adhering to relevant laws and regulations, ensuring our innovative trading platform operates within legal boundaries.The ideal candidate will have a robust understanding of financial regulations and a passion for fostering a compliant yet forward-thinking environment. You will work closely with various departments to provide legal counsel and support strategic initiatives.

What is Kalshi?Kalshi is pioneering a new financial frontier through prediction markets, empowering individuals to trade on future outcomes and transforming questions into financial assets. After years of advocacy, we successfully legalized prediction markets in the U.S., establishing ourselves as the fastest-growing financial marketplace in the nation, featuring thousands of markets across diverse sectors such as politics, economics, finance, technology, AI, and culture.We envision prediction markets becoming the largest financial marketplace globally, enabling everyone to turn insights into actionable financial positions.Our Vision: Build the largest financial market on Earth.Our Mission: Foster truth in the world through the power of markets.At Kalshi, we embrace a culture of excellence, hiring talented individuals who work diligently and enjoy the journey. We seek ambitious professionals to join our dynamic team in developing the next generation of financial markets.Role OverviewAs a Software Engineer, Product at Kalshi, you will be instrumental in creating user-facing systems and internal tools that facilitate customer interactions with our markets. Collaborating closely with product, design, and operations teams, you will simplify complex market mechanics into seamless, reliable experiences for traders, market makers, and partners. In our rapidly expanding environment, you will deliver end-to-end features that significantly influence customer adoption, liquidity, and the advancement of Kalshi’s offerings. Your role will evolve alongside the company as you contribute to shaping both the product and its engineering culture.Your ResponsibilitiesDesign and develop high-performance backend services and APIs that support the rapid testing of new trading features as our user base expands.Architect and maintain systems that power personalization engines, recommendation algorithms, and other data-driven features aimed at enhancing trader engagement and retention.Collaborate with product managers and frontend engineers to drive initiatives that enhance or broaden Kalshi’s platform.

About KalshiKalshi is pioneering the realm of prediction markets, enabling individuals to trade on the outcomes of various events, transforming inquiries about the future into financial assets. Having successfully fought for and legalized prediction markets in the U.S. for the first time in history, Kalshi is now the fastest-growing financial market in America, hosting thousands of markets spanning politics, economics, finance, weather, technology, AI, culture, and beyond.We envision prediction markets becoming the largest financial market globally by turning any scenario into a financial position.Our Vision: Build the largest financial market on the planet.Our Mission: Enhance the truth in the world through the power of markets.Our culture thrives on hiring exceptionally talented individuals, fostering a diligent work ethic, and enjoying the journey together. We seek ambitious and outstanding individuals to join our relatively small team to help construct the next generation of financial markets.Role OverviewWe are on the lookout for a skilled Data Scientist to join our expanding data team. At Kalshi, Data Scientists are integral to the company, collaborating across Product, Finance, Marketing, Platform, and more. You will merge analytical expertise, technical proficiency, and business acumen to drive decisions, uncover new opportunities, and shape product direction.Your projects will range from user behavior analysis to revenue optimization, experimentation, modeling, and developing internal data tools that scale across the organization. This is a high-impact, cross-functional role based in our New York City office.Our Tech Stack: Python, SQL, DBT, Superset, Dagster, Hex, AWS, and distributed data systems for storage and computation.Your ResponsibilitiesCollaborate with cross-functional teams to establish and measure key metrics, design experiments, and derive insights to guide strategic decisions.Develop analytical frameworks and models supporting initiatives in Product, Marketing, Platform, and Finance.Create tools, datasets, and data pipelines that enhance data accessibility and usability across the company.Lead data projects from initial scope to final delivery.Promote data quality, reliability, and democratization throughout the organization.Engage closely with Product, Engineering, Design, Research, and Sales teams.

About Kalshi Kalshi operates at the forefront of prediction markets, allowing people to trade on real-world outcomes and turn questions about the future into financial positions. After years of advocacy, Kalshi achieved legal approval for prediction markets in the U.S. and has since grown rapidly, hosting thousands of active markets across topics like politics, economics, finance, weather, technology, artificial intelligence, and culture. The team believes prediction markets could become the world’s largest financial marketplace, open to anyone interested in transforming uncertainty into opportunity. Vision: Build the largest financial marketplace on the planet. Mission: Advance truth in the world through the power of markets. Kalshi’s culture values talent, hard work, and enjoying the process. The company remains small and ambitious, seeking people who want to help shape the future of financial markets. Role Overview: Markets Editor The Markets Editor shapes how Kalshi’s markets are presented and understood. This role sits at the intersection of language, product, and finance, ensuring every market is clear, credible, and engaging for traders. The Markets Editor crafts precise rule summaries, collaborates on major event experiences, and plays a key part in how Kalshi communicates through its platform. What You Will Do Uphold editorial standards for market titles, strike prices, propositions, visuals, and rules so that each market is accurate, clear, and consistent with Kalshi’s brand. Write rule summaries that make complex resolution criteria easy for any trader to understand quickly. Work closely with the markets and product teams to deliver polished experiences for high-profile events. Partner with product and design teams to optimize market content for Kalshi’s apps, considering copy length and visual structure. Proactively spot and act on ways to improve market content, focusing on trust, clarity, and user experience. Create and maintain editorial style guides and content standards that can scale as the number of markets grows. Represent editorial quality in cross-functional reviews, ensuring content standards are met throughout product development. Location This position is based in Kalshi’s New York office.

About KalshiKalshi is pioneering a new frontier in finance: prediction markets. With our platform, individuals can trade on the outcomes of various events, transforming questions about the future into valuable financial assets. After years of advocacy, we have successfully legalized prediction markets in the United States, establishing ourselves as the nation's fastest-growing financial market, with thousands of active markets spanning politics, economics, technology, and more.We envision prediction markets becoming the largest financial market globally, as they provide a unique way to turn any event into a financial opportunity.Our vision: to construct the largest financial market on Earth.Our mission: to enhance truth in the world via the power of markets.Our culture emphasizes talent, hard work, and a shared journey towards our goals. We seek exceptional individuals to join our relatively small yet dynamic team to help shape the future of financial markets.

About Kalshi Kalshi is building a new kind of financial market: regulated prediction markets. People use Kalshi to trade on the outcomes of real-world events, turning questions about the future into tradable assets. After years of advocacy, Kalshi helped legalize prediction markets in the US and now operates thousands of markets spanning politics, economics, finance, weather, technology, AI, culture, and more. The team aims to create the largest financial market worldwide, with a mission to bring more truth to the world through markets. Kalshi values excellence, hard work, and a sense of enjoyment in the process. The company hires people who are both ambitious and talented, and welcomes those eager to help shape the future of financial markets as part of a tight-knit New York office team.

About KalshiKalshi is pioneering a revolutionary category in finance: prediction markets. We empower individuals to engage in trading based on the outcomes of diverse events, transforming inquiries about the future into viable financial assets. After years of advocacy, Kalshi has achieved the historic legalization of prediction markets in the United States and is currently recognized as the fastest-growing financial market in the nation, featuring thousands of markets spanning politics, economics, finance, weather, technology, artificial intelligence, culture, and beyond.At Kalshi, we envision the potential for prediction markets to become the largest financial market globally, as they enable the conversion of any situation into a financial position.Our vision: build the largest financial market on the planet.Our mission: inject more truth into the world through the transformative power of markets.Our culture thrives on exceptional talent, hard work, and enjoying the journey. We are seeking ambitious and outstanding individuals to join our close-knit team in shaping the future of financial markets.Your RoleAs the Operations Risk Lead, you will be crucial in maintaining the stability and integrity of Kalshi's markets by managing post-trade processing and operational risk across our exchange. You will monitor trading activities continuously, safeguard customer positions, and act as the primary point of contact for clients and clearing members facing operational challenges. Your contributions will be vital in protecting participants, minimizing risk, and influencing the systems that drive Kalshi's next-generation markets.Key ResponsibilitiesOversee daily trading and clearing operations across both existing and new markets, ensuring accuracy, timeliness, and compliance.Serve as the main liaison for clients, brokers, and clearing members addressing trade or system issues, ensuring timely resolution and effective communication.Continuously assess risk exposure, system performance, and operational controls; promptly escalate and collaborate with engineering and risk teams to address and resolve issues.Proactively identify operational risks and assist in the creation and enhancement of automated monitoring and exception-handling systems.Lead or participate in incident response, root-cause analyses, and post-mortem evaluations to ensure actionable outcomes and ongoing operational enhancements.Collaborate across teams to drive continual improvements in risk management processes.

Role overview The Site Reliability Engineer at Mistral plays a key part in keeping systems stable, available, and performing well. This position requires close collaboration with teams throughout the company to support and improve the infrastructure that powers Mistral’s services. What you will do Maintain and improve system reliability and uptime Partner with other teams to design and build scalable infrastructure Implement monitoring tools, automation, and incident response processes Location This role is based in New York, NY.

About KalshiKalshi is pioneering the future of finance with its unique approach to prediction markets. We empower individuals to trade on outcomes of real-world events, transforming any question about the future into a profitable financial asset. After years of advocacy, we have successfully legalized prediction markets in the United States, establishing ourselves as the fastest-growing financial market in the nation. Our diverse range of markets encompasses various domains including politics, economics, finance, weather, technology, AI, culture, and more.At Kalshi, we envision creating the largest financial marketplace on the planet, dedicated to fostering transparency and truth through the power of markets.Our culture thrives on collaboration; we hire exceptionally talented individuals who are passionate about their work. Join our small yet dynamic team to help shape the next generation of financial markets.Role OverviewWe are seeking a skilled Backend Software Engineer to join our team and contribute to the architecture and scalability of Kalshi’s exchange core systems. You will take ownership of vital components related to our trading, clearing, and connectivity infrastructure. Your role will involve designing high-performance systems that manage real-time order flow, margining, data distribution, and integrations with market makers, brokers, and institutional participants.As part of our experienced engineering team, you will have significant responsibility, engage in greenfield development, and implement substantial upgrades to existing systems. Your work will directly influence the stability, performance, and evolution of our platform.Key ResponsibilitiesDevelop and enhance order matching engines and trade execution algorithms along with supporting data structures.Construct high-performance market data feeds and trading APIs for clients, brokers, and market makers.Design and maintain highly available clearing systems, focusing on margining, collateral management, and banking integrations.Lead integrations with external market makers, brokers, hedge funds, and other institutional participants.Conduct stress tests on large-scale, mission-critical systems to ensure robustness, reliability, and maintainability.Optimize internal algorithms, services, and database access patterns for maximum efficiency.

Join Our Team as a Site Reliability EngineerAt Claylabs, our mission is to empower organizations to transform their growth ideas into reality. We believe growth is a creative endeavor rather than a mere formula. Identifying and engaging with your ideal customers requires innovative thinking and continuous experimentation.As artificial intelligence accelerates execution and simplifies tactics, creativity remains our unique advantage. We proudly serve thousands of clients, including industry leaders such as Anthropic, Notion, Google, and Ramp, providing them with unparalleled data, insights, and AI-driven research to successfully enter the market.In 2025, we achieved over $100 million in revenue and successfully raised a $100 million Series C at a valuation of $5 billion, supported by esteemed investors like Sequoia, CapitalG, and First Round. We also completed our second employee tender offer and launched a community equity round for our valued customers, agency partners, and club members.Here are some highlights about our company:Our community consists of over 11,000 customers, 150+ integration partners, 125+ agencies, and more than 30,000 Slack members.We boast a unique culture that extends beyond work; our team members include DJs, activists, writers, marathoners, and more.All employees have the opportunity to collaborate with world-class coaches specializing in creativity, management, and other fields.Our operating principles, such as negative maintenance and non-attached action, guide our work. Discover more about them here.

About RadarRadar stands at the forefront of geolocation technology, offering cutting-edge geofencing SDKs, maps APIs, and AI-driven solutions tailored for marketing, fraud detection, and operational excellence.Why Join Radar?Collaborate with some of the most respected companies globally, ranging from innovative startups to established Fortune 500 giants.Experience significant scale with over 1 billion API calls processed daily from hundreds of millions of devices.Benefit from robust resources, having secured $85.5 million in funding from top-tier investors like Accel and Insight Partners.Thrive in a high-performance culture, surrounded by ambitious and entrepreneurial colleagues.Enjoy our newly relocated office in the vibrant Flatiron district of Manhattan, NYC.Be part of a team recognized as one of the top 10 best workplaces in NYC by Crain's.Despite our impressive growth, we are just getting started, and we need your expertise!About the RoleWe are seeking skilled Site Reliability Engineers to enhance our production infrastructure. Radar is a high-throughput, data-intensive application that manages over 1 billion API calls per day and supports usage from over 100 million devices globally. We operate within a multi-availability zone architecture and are actively working towards expanding our deployment capabilities to a multi-region setup.Technology Stack:Our infrastructure is managed using Terraform, and we deploy to AWS via EKS. We utilize MongoDB on Atlas, implement CI and deployments through CircleCI, and monitor production with tools like CloudWatch, Grafana, Pingdom, and PagerDuty. DNS management is handled by CloudFlare. Most engineering team members participate in the on-call rotation. Our primary server languages include TypeScript and Rust, while our data pipelines are powered by Airflow and Scala Spark. Additionally, we proudly sponsor OpenStreetMaps, MapLibre, and OpenAddresses.Team Dynamics:Our engineering team comprises former technical co-founders and exceptional interns from renowned institutions like Waterloo and CMU. Engineers at Radar typically fit one of two profiles: staff-level expertise in a specific stack or multi-stack proficiency across various technologies.

About the Role Peloton Interactive, Inc. is committed to building a platform that matches the quality and ambition of its products. The platform supports rapid development and continuous learning, freeing engineers to deliver new features and improvements. With a strong focus on data, the team identifies where to invest effort for the greatest impact on members. The platform spans hardware, firmware, web, mobile, backend, data, messaging, content, streaming, and machine learning, serving millions of users worldwide. The Site Reliability Engineer (SRE) will join a growing team in New York, working closely with colleagues across disciplines. The main focus: support and develop a monitorable, reliable, and highly scalable deployment platform. The team manages thousands of nodes and pods across many deployments, addressing large-scale operational challenges every day. What You Will Do Implement rapid auto-scaling for live rides and major events Maintain infrastructure to deliver a seamless experience for members across tens of thousands of pods in multiple clusters Support a platform that enables machine learning and other complex workloads, helping developers move quickly Promote best practices for building and running reliable systems Act as a subject matter expert in observability and monitoring Advise on system design to meet reliability and capacity goals Automate processes, from infrastructure management to daily operations Lead post-mortem analysis after infrastructure incidents Support operational security and compliance efforts Identify and address potential security and reliability risks Work with tools such as Amazon Web Services, Chef, Python, Ubuntu, Nginx, Jenkins, and Terraform Location This role is based in New York, New York.

Join Kalshi: The Future of Financial MarketsAt Kalshi, we are pioneering a revolutionary category known as prediction markets, enabling individuals to trade on the outcomes of various events and transform questions about the future into financial assets. Having successfully fought for the legalization of prediction markets in the U.S., Kalshi has established itself as the fastest-growing financial market in America, offering thousands of market options across diverse sectors including politics, economics, finance, weather, technology, AI, and culture.We envision a world where prediction markets represent the largest financial market globally because they empower individuals to turn any query into a financial opportunity.Our Vision: To build the largest financial market on the planet.Our Mission: To bring more truth to the world through the power of markets.Our culture is straightforward: we recruit talented individuals, work diligently, and relish the journey. We are in search of driven and exceptional individuals to join our compact team and contribute to the development of the next generation of financial markets.Role OverviewAs a Surveillance Analyst, you will play a critical role in preserving the integrity of Kalshi's markets by monitoring trading activities, investigating anomalies, and aiding in the advancement of our surveillance framework. You will quickly gain a deep understanding of Kalshi’s products, market structure, and regulatory environment, taking full ownership of investigations and delivering clear, high-quality analyses for internal and regulatory stakeholders. Over time, you will collaborate with engineering, compliance, and risk teams to enhance surveillance systems and adjust controls as Kalshi’s markets and products continue to expand.Key ResponsibilitiesMarket Monitoring: Keep a vigilant eye on real-time trading activities across Kalshi’s markets using surveillance tools and data analytics.Surveillance Strategy: Develop, execute, and continually refine surveillance methods to detect market manipulation, insider trading, and other fraudulent activities.Incident Investigation: Conduct thorough investigations into unusual or suspicious trading behaviors, documenting findings and escalating to internal stakeholders or regulators as necessary.Risk Management: Identify emerging risks and vulnerabilities within the trading environment, and assist in formulating strategies to mitigate market abuse or operational disruptions.Technology Enhancement: Collaborate closely with engineering to refine surveillance tools and enhance overall system efficacy.

Cloaked is an innovative privacy startup committed to restoring consumer confidence in the handling of personal data. Our mission is to build an internet that prioritizes user needs, placing individual privacy and opt-in choices at the forefront. Our flagship product serves as a virtual 'cloak' for users, enabling them to navigate websites like Facebook and Amazon while controlling the sharing of their private information according to their preferences.

Join Spotify as a Senior Site Reliability Engineer, where you'll play a crucial role in maintaining the reliability and performance of our services. This position involves collaborating with cross-functional teams to enhance our infrastructure and ensure a seamless experience for our users.As a key member of our engineering team, you will be responsible for monitoring system health, implementing automation processes, and troubleshooting issues to improve system performance. Your expertise will be instrumental in driving our mission to deliver an exceptional streaming service.

About Legora Legora builds AI-driven solutions for the legal sector, partnering directly with legal professionals to create tools that support better insights and decision-making. Our platform is trusted by major global firms, including Cleary Gottlieb and Goodwin, and is used in over 40 countries. We focus on continuous improvement and innovation, working closely with users to ensure our technology truly meets their needs. Site Reliability Engineer – New York City (On-site) Legora is looking for a Site Reliability Engineer to join the founding SRE team at our New York City engineering hub. This role is based fully on-site, five days a week. The position centers on maintaining and improving the reliability and performance of our platform as we expand. Expect to work side by side with experienced engineers, focusing on production systems, observability, incident response, and automation. What You Will Do Oversee and improve production services, including deployments, monitoring, and system health. Develop and maintain observability tools for metrics, logs, and traces, aiming for high-quality signals and minimal noise. Help define Service Level Indicators (SLIs) and Service Level Objectives (SLOs), and set up alerting and reliability metrics for key services. Participate in on-call rotations, contribute to post-incident reviews, and help implement measures to prevent future issues. Location Requirement This role requires working on-site at Legora’s New York City office, Monday through Friday. In-person collaboration is core to how we work and deliver results.

At Braze, we pride ourselves on having assembled a truly remarkable team. Our culture is defined by approachability, kindness, and an unwavering passion for our work.We aspire to foster this passion by setting ambitious standards, promoting teamwork, and achieving a harmonious work-life balance as we collectively tackle rapid global growth while advocating for equity and opportunity both within and outside our organization.To thrive in this environment, you must be ready to hold yourself and your peers to high standards. There are countless ways to contribute: exercising autonomy, embracing accountability, and welcoming diverse viewpoints are crucial for our ongoing success.Our insatiable curiosity and eagerness to share our diverse passions create a dynamic and vibrant culture.If you are motivated by solving exciting challenges and have a proactive attitude in navigating change, you will be empowered to make a significant impact with a talented and passionate team supporting you. If Braze resonates with you, we are eager to meet you.WHAT YOU'LL DOWe are on the lookout for a Senior Site Reliability Engineer to join our Currents team. You will be responsible for building, maintaining, and enhancing Currents, our large-scale data export system. This Kafka-based event pipeline processes tens of billions of messages daily, enabling our customers to analyze user behavior in near real-time.You will play a pivotal role in a collaborative and skilled team, taking projects from conception to production while enhancing our existing high-scale systems. Your expertise, skills, and teamwork will be essential in addressing the engineering challenges associated with operating a critical data streaming system. As a Senior Site Reliability Engineer, your focus will be on observability, scalability, and reliability strategy across all projects.Key responsibilities include:Troubleshooting live performance and reliability issues, ensuring they do not recur.Writing and reviewing code while mentoring engineers to foster a culture of reliability.Implementing sustainable incident response and conducting blameless postmortems.Establishing and enabling standards for monitoring, reliability, and performance.Facilitating collaboration between infrastructure and platform engineering teams.Supporting and enhancing services through effective scaling and reliability planning.Guiding junior engineers in SRE best practices, software engineering, and agile project leadership.