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At Machine Learning Reply, we help organizations turn cutting-edge AI technologies into real-world applications and scalable digital products. To strengthen our team, we are looking for an AI Application Engineer who enjoys building AI-powered solutions and intelligent product features using modern machine learning and generative AI technologies. While our GenAI Engineers focus on model development and AI architectures, AI Application Engineers focus on building user-facing AI applications and turning AI capabilities into scalable products. In this role, you will work at the intersection of AI engineering, backend development, product development and cloud deployment, building production-ready AI systems that create real business value. Tasks As an AI Application Engineer, you design and build AI-powered applications and product features for enterprise clients. Your projects may include: • Designing and developing AI applications, such as enterprise assistants, AI copilots, semantic search platforms and intelligent automation systems • Building LLM-powered applications using Retrieval-Augmented Generation (RAG) and modern AI frameworks • Developing end-to-end AI products, integrating LLM APIs, enterprise data sources and backend services • Designing scalable AI microservices and APIs to integrate AI capabilities into enterprise platforms • Implementing vector search, embeddings pipelines and knowledge retrieval systems • Rapidly prototyping AI product features and proof-of-concepts and evolving them into production systems • Collaborating closely with product managers, designers, AI engineers and enterprise customers to develop impactful AI solutions • Deploying AI systems to cloud platforms and production environments using modern DevOps practices • Ensuring reliable, scalable and observable AI services through CI/CD pipelines, monitoring and containerized deployments Benefits • Work in an open and collaborative environment within the global Reply network and build next-generation AI applications and intelligent digital products • Collaboration with interdisciplinary teams including AI engineers, software developers and data scientists across industries such as Banking, Insurance, Automotive and Retail • A very active social program including paid training, conferences, communities of practice, hackathons and Reply XChange • Monetary Benefits include: Mobility package, Gym subsidy & WellPass, Insurance & Pension Scheme, Corporate Savings Plan, KiTa and Childcare Allowance • Flexible work arrangement between home office, EU-wide workation options, on site office-work in our downtown Munich office with access to Stammstrecke, and client on site visits

OUR VISION & PRODUCTS EverAI — Building the Future of AI Companionship One of the Top 15 Largest & Fastest-Growing AI Companies in the World 50 Million Users in 2 years — Help Us Reach 100M first, 500M next At EverAI, we’re shaping what it means to connect with AI. With 50 million users and counting, we're not just building products — we're creating entirely new categories. Our flagship product is the world’s largest AI companionship platform, redefining relationships for millions. It is governed by our proprietary moderation system, EverGuard — an internal AI designed to ensure everything we build is safe, ethical, and human-first. And we’re only just getting started! OUR TEAM We are an enthusiastic, passionate and hardworking team of ≈ 100 people. Our founding team has strong entrepreneurial experience building and scaling web products from 0 to IPO. Alexis Soulopoulos [CEO] • 10+ years in Tech Executive Leadership • Co-Founder Mad Paws Holdings (from 0 to IPO) • Forbes 30 under 30 + Deloitte TechFast50 ’22 & ‘23 Michael Monin [Co-founder & CTO] • 10+ years as CTO / COO (web2/web3), 3 years in AI/LLM • Serial-entrepreneur: MTK Digital (exited / 0->$20m revenue) and Zipchat (AI Chatbot for E-commerce brands) Thomas Lacroix [Co-founder & CMO] • 8+ years in Customer Acquisition & E-commerce Growth • Serial-entrepreneur: Curatible (sold to Blackstone) and MTK Digital (exited / 0->$20m revenue) Maruša Fasano [CFO/Legal] • 25+ years in Finance, Strategy, M&A • Ex-CFO/M&A @Curatible (exited to Blackstone) • Ex-President of the Board @SotremoSA (exited) • Co-founder/CFO @SoftOne (exited) YOUR ROLE This is a hands-on role for someone who can execute fast, iterate with creative and funnel inputs, and scale what works. You’ll inherit high-performing campaigns and work directly with our CMO to double down on growth. You’ll then also have the opportunity to test and scale new channels (TikTok, Meta, Snapchat, Native, ASA) depending on performance and market constraints. YOUR RESPONSIBILITIES CAMPAIGN OWNERSHIP AND SCALING • Take the lead on one or two paid acquisition channels (e.g., Meta, TikTok, Google, etc.), with potential to expand scope based on performance • Contribute to building scalable acquisition funnels, from execution to iteration, with aggressive growth targets in mind • Run high-velocity testing loops (creatives, audiences, placements) to improve CAC and LTV PERFORMANCE ANALYSIS AND STRATEGY • Monitor performance daily using tools like Voluum, GA4, and internal dashboards • Drive decision-making through deep analysis of CPA, ROAS, retention, and cohort behavior • Build and maintain internal reporting frameworks that guide strategic shifts and tactical moves CREATIVE & FUNNEL OPTIMIZATION • Own the creative briefing process: define hooks, formats, and angles based on performance patterns • Collaborate closely with the content and product teams to launch and iterate on high-converting landing pages • Implement systems to reduce creative fatigue and increase speed of testing PARTNERSHIP MANAGEMENT & MEDIA STRATEGY • Build strong relationships with traffic sources and negotiate premium placements and custom deals • Explore new acquisition opportunities (networks, formats, tools) and build internal evaluation criteria • Stay ahead of ecosystem changes (platform rules, algorithm shifts) and adapt strategy accordingly AUTOMATION & SCALING SYSTEMS • Identify opportunities to streamline acquisition processes through automation and internal tools • Create SOPs, playbooks, and experiment pipelines for scaling campaigns efficiently CHALLENGES YOU’LL TACKLE • Scale existing campaigns to 3x+ budget while maintaining CAC/ROAS goals • Contribute to growing the user base from 30M to 100M users in the next 12 months • Execute 0-to-1 testing in new channels • Improve conversion through landing page testing and funnel iteration • Own both creative input and analytical feedback loops YOUR QUALIFICATIONS HARD SKILLS MUST-HAVES • 4–10+ years in performance marketing or user acquisition • Proven track record managing $300K to $1M+/month in paid media spend • Full ownership of campaign execution, results, and optimization • Experience with Meta, TikTok, Snapchat, ASA, or native platforms • Analytical fluency: GA4, Voluum, tracking setups, dashboards • Strong creative instincts: can write briefs, analyze hooks, and iterate fast • Experience optimizing landing pages and funnel conversion NICE‑TO‑HAVES • Past exposure to subscription models and CAC/LTV frameworks • Experience in sensitive or regulated verticals (e.g. dating, femtech, telehealth) SOFT SKILLS Strong communication & collaborative skills (perfectly fluent in English) Goal-oriented, ownership and commitment Doer mindset - we are moving fast and need people who can balance execution, planning, and strategy ⏱ …

Location Remote in Europe, ideally Zurich or London. Travels up to 30%. Reports to the CEO. Albatross Albatross builds perception models: AI that understands human behavior and powers product discovery the way a great salesperson does, by observing the customer and adapting in real time. LLMs understand words. We understand behavior. Our models power discovery for 50 million shoppers a month. The results are public. Wallapop : 119% homepage engagement, 35% overall engagement. OfferUp : 84% home…

About Soracom At Soracom, our mission is Making Things Happen for a World That Works Together . We believe technologies, including connectivity, cloud and AI, have the power to transform industries, enable innovation, and help businesses solve real-world challenges. From startups launching their first connected product to global enterprises managing millions of devices, we empower our customers to bring their ideas to life and operate efficiently and reliably. With remote teams across Japan, …

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 . This contract engagement is open to candidates based in the UK as a fixed-term leave cover. We are seeking a strategic community management professional to join our International Community Team, and lead a growing team in EMEA. As the Manager of Community for EMEA, you will spearhead the development and execution of the community strategy that supports Reddit’s growth in the region. In this role, you will lead a team of Community Specialists and will take charge of defining the roadmap for community activation and moderation across focus markets, and help develop our international playbook. Your work will focus on experimenting, iterating, and refining processes that drive community engagement at scale. The insights you generate through these efforts will accelerate Reddit’s growth in EMEA, and serve as a model for other emerging markets. This role reports to the Director, International Community. Responsibilities : • Craft and champion the regional community strategy, ensuring alignment with overall team and business goals. • Drive the iteration, innovation, and scaling of the community and moderator growth playbook, proactively identifying new opportunities and launching bold initiatives in key markets. • Inspire and empower regional teams to execute impactful programs that elevate local communities, and their markets. Encourage innovation and create an environment of continuous learning and improvement. • Recruit, onboard, and train local community specialists in key markets to strengthen our collaboration with moderators and drive community engagement. • Collaborate with cross-functional teams (Growth, Product, Engineering, etc.) to ensure successful alignment and execution of new initiatives. • Gather regional insights and learnings, and effectively report results to various internal stakeholders. • Lead, coach and develop the regional team; translate strategy into quarterly and sprint priorities, clear ownership and milestones; review risks and capacity, and unblock delivery • Own community-health and growth outcomes across priority markets, including KPI progression, moderator coverage and retention, and the impact of community-building initiatives. • Coordinate with Content, Growth, Product and relevant safety partners to deliver market initiatives and surface local needs for broader roadmap decisions. Required qualifications: • 5-7 years of experience in community management or marketing operations, including at least 1-2 years in a leadership role, with a proven track record of driving community growth and delivering business impact through community-led or marketing projects. • Organized with a strong ability to balance strategic thinking with operational execution. • Problem-solver with excellent interpersonal skills, capable of collaborating with diverse cross-functional teams and influencing them to adopt a community-first mindset. • Comfortable testing, iterating, and adjusting strategies to find the optimal approach for each market. • Skilled at navigating ambiguous environments and experimenting with different approaches to achieve results in focus markets. • Data-driven and results-oriented, with a keen ability to translate insights into action. • Deep understanding of Reddit’s unique identity, and the critical role communities and moderators play in adding value to the platform and enhancing user experiences. Bonus Points • • Experience in moderation on Reddit or similar platforms (e.g., Discord, Facebook, or other forums). In select roles and locations, the interviews will be recorded, transcribed and summarized by artificial intelligence (AI). You will have the opportunity to opt out of recording, transcription and summarization prior to any scheduled interviews. During the interview, we will collect the following categories of personal information: Identifiers, Professional and Employment-Related Information, Sensory Information (audio/video recording), and any other categories of personal information you choose to share with us. We will use this information to evaluate your application for employment or an independent contractor role, as applicable. We will not sell your personal information or disclose it to any third party for their marketing purposes. We will delete any recording of your interview promptly after making a hiring decision. For more information about how we will handle your personal information, including our retention of it, please refer to our Candidate Privacy Policy for Potential Employees …

ABOUT VOODOO Voodoo is a consumer tech company founded in Paris in 2013, with one mission: entertain the world. Today we are 1,000 people, generating $1b+ in annual revenue, profitably. Our games and apps have passed 7 billion downloads and reach 200 million+ active users every month, making Voodoo the #3 mobile publisher worldwide in downloads, after Google and Meta. We were backed by Goldman Sachs, Tencent and GBL along the way. This position is ideally Paris-based. TEAM For this position, you will be an integral part of a newly established internal studio, a dynamic and focused team dedicated to one of our most promising prototype in scale. This studio is specifically chartered to improve this high-potential game up to the successful and market-ready title it is meant to become. You will be part of the team building Castle Busters, a turn-based multiplayer game, working alongside its client engineers and game designers as a full member of the game team. You will be part of a small group owning the backend that this game needs as its requirements become more specific and demanding. You’ll also be plugged into Voodoo's shared gaming backend platform - the same architecture and patterns that power titles like Mob Control and Block Jam 3D - building on it and contributing back, in close collaboration with the wider backend team. You get the focus and ownership of a dedicated game engineer with the leverage and support of a battle-tested platform behind you. This is a pivotal hire: Castle Busters is moving towards competitive multiplayer, which means moving game logic from the client to the server. You will be central to that transition. ROLE You will design and build the server-side foundation that takes Castle Busters from a client-authoritative game to a competitive, server-validated one. The current game computes everything on the device - progression, economy, and match outcomes alike, which won't hold up for competitive PvP. Your job is to change that. Working closely with client developers and game designers from feature design through delivery, validation and iteration, you will: • Build server-side validation for the metagame - currency, card upgrades, chest opens, and progression - staged by risk, replicating economy and reward logic on the server. • Move toward server authority for competitive features, where game state lives in one place and can be trusted. • Design APIs and player-state management that the Unity client integrates against, and help shape how client and server split responsibilities. The responsibilities are cross-functional, ranging from infrastructure, API design & coding all the way to client-side integration (we are using Golang). To succeed in this role, you will need to have passion for everything you do. You love to write code that scales to millions of users, are skilled at requirements gathering, champion new tech initiatives & leverage existing solutions. PROFILE • 7+ years of backend development experience • Strong knowledge of computer science fundamentals • Extreme fluency in Golang (At least 1 year in a professional environment) • Mastery of SQL and NoSQL • Background in high-scale systems • Understanding of Unix-like environments • AI-first mindset: Comfortable using AI daily and building custom agents or reusable automations to speed up your work • Experience working in cross-functional agile teams • Strong analytical skills with a track record of solving complex problems related to scalability, performance, and integration in high-stakes environments. • Excellent interpersonal and communication skills, capable of influencing teams and interfacing effectively with various stakeholders. • Ability to be self sufficient and work autonomously. • A deep interest in game development is a plus. BENEFITS • Best-in-class compensation • Other benefits according to the country you reside

The AI orchestration of your wildest imagination. n8n is the open workflow orchestration platform built for the new era of AI. We give technical teams the freedom of code with the speed of no-code, so they can automate faster, smarter, and without limits. Backed by a fiercely inventive community and 500+ builder-approved integrations, we’re changing the way people bring systems together and scale ideas for impact. Since our founding in 2019, we’ve grown into a diverse team of over 260 - working across Europe and the US, connected by a shared builder spirit and with our centre of gravity in Berlin. Along the way, we’ve: • Cultivated a community of more than 650,000 active developers and builders • Earned 190K+ GitHub stars, making us one of the world’s Top 40 most popular projects • Backed by top investors, from Sequoia’s first German seed to our SAP's recent strategic investment - bringing us to a $5.2bn valuation That’s the company we’ve built. Now we’d love to see what you can build. If you’re applying, try n8n out - whether you’re technical or not - and share a screenshot of your first workflow with us. The easiest place to start is here: app.n8n.cloud/register http://app.n8n.cloud/register. We’re in a defining moment of an incredible journey. Come and build with us. Your main goal will be to help build a lean, AI-native accounting function at n8n, owning core accounting operations while using automation and AI to make our processes smarter, faster, and more scalable. You’ll report to our Head of Accounting & Tax, working alongside an experienced team where you’ll have real ownership from day one and the opportunity to expand into new areas as we grow. Here's how you'll make an impact: OWN PROCURE-TO-PAY & EXPENSE OPERATIONS • Manage the end-to-end P2P process in Ramp, from invoice intake and coding to approval follow-ups and biweekly AP payments, ensuring strong controls. • Improve AI-assisted coding, automation rules, and exception handling to reduce manual work and keep transactions accurate. • Support colleagues with expenses, reimbursements, and corporate card questions, resolving issues efficiently. DELIVER ACCURATE ACCOUNTING & MONTH-END CLOSE • Own assigned OPEX, card spend, accruals, prepayments, fixed assets, journal entries, and balance sheet reconciliations. • Partner with FP&A to ensure accurate GL and cost-center coding, timely financial information, and a reliable month-end close. • Maintain clear accounting records, support audit requests, and document processes to ensure continuity and effective controls. BUILD AN AI-NATIVE ACCOUNTING FUNCTION • Use n8n, AI tools, and modern accounting platforms to identify opportunities for automation and continuously improve workflows. • Validate AI-generated outputs, prioritize human review where risks are highest, and maintain reliable evidence for stakeholders, regulators, and auditors. • Help scale accounting processes across our growing multi-entity business, with opportunities to broaden your expertise into AR and revenue accounting over time. REQUIREMENTS MUST-HAVES • Hands-on accounting experience: You have practical GL and AP/P2P experience, with solid fundamentals in journal entries, accruals, prepayments, fixed assets, and reconciliations. • Accounting standards & VAT: You have working knowledge of HGB or IFRS, understand invoice requirements and VAT fundamentals, and know when to seek expert guidance. • AI & automation mindset: You're excited to experiment with AI, build better workflows, and learn how to validate automated outputs rather than simply execute transactions. • Systems & spreadsheet skills: You're confident using spreadsheets and accounting systems, with strong attention to coding accuracy, data quality, and financial controls. • Ownership & reliability: You take responsibility for daily operations, follow through on commitments, and proactively identify ways to improve how things work. • Clear communication: You communicate effectively in English, collaborate well across teams, and enjoy helping colleagues solve operational challenges. NICE-TO-HAVES • Modern finance tools: You've worked with AI-native ERPs, Ramp or similar P2P platforms, Q2C tools, or workflow automation platforms like n8n. • International accounting: You have experience working across multiple entities, ideally in a global business with an expanding international footprint. • SaaS & revenue accounting: You're familiar with SaaS business models, multi-currency accounting, AR, or revenue recognition. • Audit & qualifications: You bring an audit background or relevant accounting qualifications that strengthen your accounting expertise. • German language skills: You can communicate in German, although this is not required for the role. Why join us? At n8n, you won't just process transactions — you'll help rethink how accounting works at an automation …

Was kommt auf Dich zu? • Group Controlling der DACH und osteuropäischen Gesellschaften als Bindeglied zwischen der Holding und den Sub-Gesellschaften • Nutzung von BI-Tools zur Analyse großer Datenmengen • Entwicklung und Pflege von Finanzmodellen und Dashboards • Sicherstellung der Datenqualität und -integrität • Erstellung von Budgets und Forecasts • Durchführung von Abweichungsanalysen und Identifikation von Verbesserungspotenzialen • Erstellung von regelmäßigen Finanzberichten und Ad-hoc-Analysen für das Management • Vorbereitung von Monats-, Quartals- und Jahreskennzahlen • Unterstützung der verschiedenen Abteilungen bei der Budgeterstellung und -kontrolle Was solltest Du mitbringen? • Abgeschlossenes Studium der Betriebswirtschaftslehre, Finanzen oder einem verwandten Bereich • Erste Berufserfahrung im Controlling/Rechnungswesen oder in einer vergleichbaren Position • Fundierte Kenntnisse bei Finanzanalysen • Starke analytische Fähigkeiten und ein ausgeprägtes Zahlenverständnis • Gute Englischkenntnisse in Wort und Schrift Was kannst Du von uns erwarten? • Wachstumsplattform: Wir bieten Dir eine herausfordernde und abwechslungsreiche Tätigkeit, in der Du Dich persönlich und fachlich weiterentwickeln kannst, zeitgleich aber „sichtbar und unabdingbar“ bist für unseren weiteren Wachstumskurs • Teamplay: Unterstützt wirst Du von einem großartigen Team, das Deinen Erfolg und Deine persönlichen Interessen im Blick hat und Dir den Rücken stärkt, wann immer es nötig ist • Arbeitskultur: Profitiere von flachen Hierarchien und einer offenen Kommunikation in einem angenehmen Arbeitsumfeld • Vergütung: Wir honorieren Deine Leistungen durch ein attraktives und leistungsorientiertes Fixgehalt, das Dich motiviert und Deinen Einsatz wertschätzt • Flexibilität: Flexible Arbeitszeiten und die Möglichkeit zur Remote-Arbeit geben Dir die Möglichkeit, Deine Work-Life-Balance so zu leben, wie es für Dich passt • Events: Erlebe bei uns eine positive und teamorientierte Arbeitsatmosphäre, die durch regelmäßige (teilweise internationale) Teamevents gefördert wird

WHO WE ARE AeroVect is transforming ground handling with autonomy, redefining how airlines and ground service providers around the globe run day-to-day operations. We are a Series A company backed by top-tier venture capital investors in aviation and autonomous driving. Our customers include some of the world’s largest airlines and ground handling providers. For more information, visit www.aerovect.com http://www.aerovect.com. YOU WILL • Architect 3D object detection models, including multi-modal approaches (camera, LiDAR, Radar). • Build and maintain data collection and evaluation (metrics) pipeline. • Develop a proprietary multi-modal dataset for training and evaluation. • Train, deploy and monitor 2D/3D object detection models to production. • Build and execute a roadmap for the perception system • Mentor junior engineers about best practices. YOU HAVE • Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field. • 7+ years of focused experience in architecting and deploying 2D/3D object detection models. • Worked on entire perception stack (sensing, preprocessing, detection & tracking) • Python proficiency • The ability to identify gaps and lead cross functional projects WE PREFER • PhD in Computer Science, Robotics, or a related discipline • Full stack AV knowledge • Experience in architecting perception systems (detection & tracking) • Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI etc

WHO WE ARE AeroVect is transforming ground handling with autonomy, redefining how airlines and ground service providers around the globe run day-to-day operations. We are a Series A company backed by top-tier venture capital investors in aviation and autonomous driving. Our customers include some of the world’s largest airlines and ground handling providers. For more information, visit www.aerovect.com http://www.aerovect.com. JOB DESCRIPTION We are looking for an experienced Staff Software Engineer who can design and build best-in-class planning systems for autonomous driving in structured, low-speed environments. In this role, you'll be the technical backbone of the planning stack — owning the design and implementation of production-grade mission planning, behavior planning, and motion planning software. You'll work across the full planning pipeline to achieve category-defining vehicle autonomy for the airside, tackling hard problems in trajectory optimization, decision-making under uncertainty, and real-time constraint optimization. This opportunity offers a deeply technical engineer the chance to shape a market-defining enterprise product that combines autonomous vehicle technology with a robotics-as-a-service (RaaS) business model. This role reports to our Planning Tech Lead and works closely with the autonomy engineering team. You Will: • Design, implement, and iterate on the mission planner, behavior planner, and motion planner for autonomous ground support equipment operating in airport airside environments. • Drive key technical decisions across the planning stack — selecting algorithms, defining interfaces, and establishing the architecture that the team builds on. • Prototype and evaluate new planning approaches (e.g., optimization-based methods, search-based planners, learning-augmented pipelines) and bring the best ideas to production. • Collaborate cross-functionally with perception, controls, localization, and systems engineering teams to deliver an integrated autonomous driving system. • Establish and promote best practices in software development, functional safety, and systems engineering as they apply to the planning domain. • Mentor other engineers through technical guidance, code review, and design discussions. You Have: • Bachelor's or Master's degree in Computer Science, Math, Electrical Engineering, Mechanical Engineering, Robotics, Physics, or a related field. • Extensive hands-on experience designing and implementing planning modules for autonomous systems shipped to production or deployed in real-world operations. • Strong programming skills in C++ (preferred) or Python, and experience with Linux-based operating systems. • Demonstrated ability to take ambiguous technical problems and drive them to well-architected solutions independently. • Excellent communication skills, proactiveness, and a strong sense of ownership. We Prefer: • MS or Ph.D. in Computer Science, Robotics, or a related field. • Mastery of Modern C++ (14 and beyond) and safety-critical coding practices (e.g., MISRA, ISO 26262). • 5+ years of industry experience in planning for robotic ground vehicles. • In-depth understanding of DDS frameworks like ROS/ROS2 or other networking middleware. • Experience in startup environments, demonstrating adaptability to rapidly changing priorities.

WHO WE ARE AeroVect is transforming ground handling with autonomy, redefining how airlines and ground service providers around the globe run day-to-day operations. We are a Series A company backed by top-tier venture capital investors in aviation and autonomous driving. Our customers include some of the world’s largest airlines and ground handling providers. For more information, visit www.aerovect.com http://www.aerovect.com. We are looking for an experienced Senior Software Engineer who can design and build best-in-class behavior planning systems for autonomous driving in structured, low-speed environments. In this role, you'll own the design and implementation of key modules in the behavior planner — the decision-making layer that determines what the vehicle should do in complex, dynamic airside scenarios. You'll work at the intersection of mission-level goals and motion-level execution, tackling problems in multi-agent interaction modeling, rule-based and learned decision-making, and robust handling of edge cases unique to airport ground operations. This opportunity offers a deeply technical engineer the chance to shape a market-defining enterprise product that combines autonomous vehicle technology with a robotics-as-a-service (RaaS) business model. This role reports to our Planning Tech Lead and works closely with the autonomy engineering team. YOU WILL • Develop and implement advanced behavior planning algorithms for autonomous vehicles • Collaborate with cross-functional teams to ensure robust integration and functionality of planning systems • Design, write, and maintain efficient and scalable code in C++ and Python • Contribute to the architecture and continuous improvement of behavior planning software • Conduct extensive testing in simulated environments and real-world scenarios to validate and refine behavior planning algorithms • Analyze system performance and implement enhancements based on data and feedback • Maintain comprehensive documentation of code, algorithms, and system designs • Work closely with other engineering teams to ensure seamless coordination and development YOU HAVE • Proficient in modern C++ (11/14/17) and object-oriented programming • Skilled in Python for rapid prototyping and testing • Strong in debugging, profiling, and optimizing code • Deep understanding of behavior planning algorithms such as state machines, behavior trees, and probabilistic planning • Familiarity with path planning algorithms like A*, RRT, or optimization-based methods • Master’s degree in Computer Science, Robotics, or a related field • Minimum of 3 years of industry experience in autonomous driving, robotics, or a related field WE PREFER • Knowledge of state machines, behavior trees, and decision-making under uncertainty • Expertise in path planning algorithms such as A, D, and Rapidly-exploring Random Trees (RRT) • Knowledge of machine learning techniques, especially in the context of behavior prediction and planning • Experience with ROS / ROS2 • Implementing systems that can re-plan at high frequencies to adapt to dynamic changes in the environment • Ensuring that behavior planning algorithms can execute with minimal latency for real-time navigation • Proficiency in optimization techniques and probabilistic models for making informed planning decisions under uncertainty • Master’s degree or PhD in Robotics, AI, Mathematics, or a related field with a focus on planning, optimization, or control theory is a plus

GitLab is the intelligent orchestration platform for DevSecOps. GitLab enables organizations to increase developer productivity, improve operational efficiency, reduce security and compliance risk, and accelerate digital transformation. More than 50 million registered users and more than 50% of the Fortune 100* trust GitLab to ship better, more secure software faster. The same principles built into our products are reflected in how our team works: we embrace AI as a core productivity multiplier, with all team members expected to incorporate AI into their daily workflows to drive efficiency, innovation, and impact. GitLab is where careers accelerate, innovation flourishes, and every voice is valued. Our high-performance culture is driven by our values and continuous knowledge exchange, enabling our team members to reach their full potential while collaborating with industry leaders to solve complex problems. Co-create the future with us as we build technology that transforms how the world develops software. • Fortune 500® is a registered trademark of Fortune Media IP Limited, used under license. Claim based on GitLab data. Fortune 100 refers to the top 20% ranked companies in the 2025 Fortune 500 list, published in June 2025. Fortune and Fortune Media IP Limited are not affiliated with, and do not endorse products or services of GitLab. An overview of this role As an Intermediate Fullstack Engineer (Ruby/Vue.js), Growth at GitLab, you'll help turn GitLab's self-serve funnel into a reliable source of new paying customers. You'll work on the in-product journey from a user's first visit through sign-up, trial, and first purchase, on both GitLab.com and self-managed GitLab. You'll collaborate closely with Product Managers, UX Designers, and Data Analysts, with a particular focus on backend development in Ruby on Rails and frontend work in Vue.js. This role gives you the opportunity to combine your fullstack engineering skills with product thinking and experimentation, shipping small changes quickly and measuring their impact on real customer outcomes. Some examples of our projects: • Making it easier for self-managed users to try and buy GitLab • Building upgrade prompts where users run into paid features • Improving the trial experience, including trials of GitLab Duo • Improving the tooling the team uses to run and read out experiments What you'll do • Design, build, and iterate on A/B tests and experiments that increase first purchases on GitLab.com and self-managed GitLab. • Build and improve registration, trial, onboarding, and in-product upgrade and purchase experiences to increase completion of these steps. • Implement backend features and services in Ruby on Rails and frontend experiences using Vue.js. • Analyze experiment results and product usage data with Data Analysts to decide which changes to keep, iterate on, or roll back based on first-purchase outcomes. • Collaborate with Product Managers and UX Designers to define hypotheses and success metrics before shipping experiments, then compare results against those metrics. • Maintain and improve our experimentation framework and tooling to increase experiment throughput and reduce the time from setup to results. • Collaborate with other Engineering teams, including Fulfillment, to remove purchase barriers across GitLab’s codebase. • Document decisions, review code, and share experiment results asynchronously so distributed teammates can track shipped changes and their measured outcomes. What you'll bring • Professional experience developing with Ruby on Rails and modern JavaScript, along with solid Git, feature development, and deployment workflows. • Experience working with relational databases and a solid understanding of web performance optimization. • A track record of shipping features to production and owning them after release. • Ability to use product data to decide what to build, keep, or roll back. • Ability to document decisions and share updates asynchronously with distributed Product Management, UX, and Data teammates. • Ability to organize your work, seek and apply feedback, and collaborate inclusively with teammates from diverse backgrounds, in line with GitLab’s values. • Preferred, not required: experience with Vue.js, PostgreSQL, A/B testing, feature flags, experimentation frameworks, or SaaS sign-up, trial, billing, or checkout flows. We'll help you learn our tooling. About the team We’re GitLab’s Growth team: one team with one roadmap, prioritizing work by how directly it helps people buy. We work fully remotely and asynchronously across multiple regions, guided by GitLab’s values of transparency and iteration. Our challenge is running more high-impact experiments, faster, while coordinating changes with teams like Fulfillment and Pricing across the parts of the product they own. For more on how we work, see the Growth and Product sections of the GitLab handbook. Poland base salary range: zł 248,000 - …