
Prior Labs · Berlin
WHO WE ARE Foundation models transformed text and images. Structured data - the largest and most consequential data format in the world - stayed untouched. T...
Foundation models transformed text and images. Structured data - the largest and most consequential data format in the world -
stayed untouched. Tables run every clinical trial, every financial model, every scientific experiment, every business decision,
and no one had built a foundation model that truly understood them.
Until now. What LLMs did for language, we're doing for tables. The next modality shift in AI is happening, and we're hiring the
team that makes it.
Momentum. We pioneered tabular foundation models and are now the world-leading organization in structured-data ML. Our TabPFN v2
model was published as a Nature cover story and set a new state of the art for tabular machine learning. Since release we've
scaled model capabilities 20x+, passed 3.5M+ downloads and 7,500+ GitHub stars, and are seeing accelerating adoption across
research and industry - from detecting lung disease with Oxford Cancer Analytics to preventing train failures with Hitachi to
improving clinical-trial decisions with BostonGene.
The hardest work is ahead. We're scaling tabular foundation models to millions of rows, thousands of features, real-time
inference, and entirely new data modalities, while building the infrastructure to run them in production across some of the most
demanding industries on earth. These are open problems no one else is working on at this level.
Our team. We're a small, highly selective team of 30+ engineers, researchers, and GTM specialists, with backgrounds spanning
Google, Apple, Amazon, DeepMind, Meta, Microsoft Research, G-Research, Jane Street, Goldman Sachs, and CERN. We're led by Frank
Hutter, Noah Hollmann, and Sauraj Gambhir, and advised by world-leading AI researchers including Bernhard Schölkopf and Turing
Award winner Yann LeCun. We ship fast, do top-tier research, and hold each other to an extremely high bar.
What's next. In 2025 we raised €9m pre-seed led by Balderton Capital, backed by leaders from Hugging Face, DeepMind, and Black
Forest Labs. The next phase of growth is here, which makes this an ideal time to join.
Your Responsibilities
The experience we are looking for
Mistral)
The knowledge we expect you to already know
infrastructure profile
The skills you should bring to the role
The behaviours we want you to bring everyday to the office
Location: 5 days a week based in our Berlin Office (near Rosa-Luxemburg-Straße U-Bahn Station)
Benefits
and Claude!)
benefits include 30 days of paid vacation + public holidays plus including transportation, and fitness!
Life at Prior Labs
We're a small, ambitious team solving one of the hardest problems in AI, and we're just getting started. You'll work closely with
world-class researchers and builders who care deeply about the quality of their craft, the impact of their work, and the people
they work with.
We move fast, we think rigorously, and we take the time to do things right. If you're excited by hard problems, motivated by
real-world impact, and want to be part of building something that matters, we'd love to hear from you.
We're building our teams in Berlin, Freiburg, and New York and we believe that when you're working on something as hard and
exciting as TabPFN, being in the same room matters. Most of our roles are based in one of our offices but great people come from
everywhere, and in exceptional cases we're open to remote. This usually involves frequent travel to one of our offices and the
whole company comes together regularly for offsites to think, build, and celebrate together.
Our Commitments
We believe the best products and teams come from a wide range of perspectives, experiences, and backgrounds. That's why we welcome
applications from people of all identities and walks of life, especially anyone who's ever felt discouraged by "not checking every
box."
We're committed to creating a safe, inclusive environment and providing equal opportunities regardless of gender, sexual
orientation, origin, disability, or any other trait that makes you who you are.
We care about how your data is handled. Read our Recruiting Privacy Notice to see exactly what we collect, why, and how long we
keep it.
ÜBER ]INIT[ Du möchtest die Gesellschaft von morgen mitgestalten? Dann bist du bei ]init[ richtig. Denn unsere digitalen Lösungen sind für Menschen gemacht und haben gesellschaftliche Relevanz. Klingt spannend? Dann steig ein und arbeite gemeinsam mit über 1.400 ]init[s in interdisziplinären Teams an unseren sieben Standorten – oder flexibel von überall in Deutschland aus. DEINE MISSION BEI ]INIT[ Bring technische Exzellenz in den laufenden Betrieb! Du möchtest Anwender:innen sicher durch den digitalen Alltag begleiten und die Qualität moderner IT-Services aktiv mitgestalten? Dann bring dich als (Senior) Technical Specialist (all genders) in unsere Betriebsprojekte und Fachverfahren ein – und unterstütze öffentliche Auftraggebende bei stabilen, effizienten und nutzerzentrierten IT-Services. DAS GIBT ES ZU TUN * Als Teil eines interdisziplinären Teams unterstützt du Anwender:innen im 1st und 2nd Level Support und sorgst für einen reibungslosen Betrieb zentraler IT‑Anwendungen * Du analysierst und bearbeitest Supporttickets eigenständig – von einfachen Anfragen bis hin zu strukturierten Fehleranalysen in komplexen Systemlandschaften * Du pflegst und erstellst Wissensartikel und trägst so zur kontinuierlichen Optimierung unseres Service‑Wissens bei * Gemeinsam mit Fachbereichen und technischen Einheiten behältst du die Qualität im Supportprozess im Blick und arbeitest an der Verbesserung bestehender Abläufe * Du bringst deine Ideen in die Optimierung von Workflows, Systemkonfigurationen und Best Practices ein * Eigenständige Abstimmung fachlicher Anforderungen mit Lead Developer, Projektleitung und Kunden * Du unterstützt bei Softwareeinführungen, Konfigurationen und bei der Integration neuer Funktionen DAS BRINGST DU MIT * Ein abgeschlossenes Studium der Informatik oder Wirtschaftsinformatik * Alternativ eine einschlägige Berufsausbildung (z.B. Fachinformatiker/-in) plus mindestens 5 Jahre relevante Berufserfahrung * Eine strukturierte, analytische Arbeitsweise und Freude daran, Anwender:innen lösungsorientiert zu unterstützen * Du arbeitest gerne an komplexen digitalen Lösungen in einem interdisziplinären Team * Du vereinst ein agiles Mindset mit fundierten ITIL‑Kenntnissen und kannst beide Ansätze souverän im täglichen Servicebetrieb einbringen * Fundierte Erfahrungen mit Tools zur Projektorganisation (z. B. Jira, Confluence) sowie Collaboration‑Tools wie Miro und idealerweise Erfahrung im Einsatz bzw. der Pflege von KI-Chatbots * Du bringst technische Affinität mit, bist routiniert in Fehleranalysen und verstehst das Zusammenspiel größerer IT-Landschaften * Du hast Teamplayer-Qualitäten mit ausgezeichneten Kommunikationsfähigkeiten für Problemstellungen und komplexe Herausforderungen * Du bringst sehr gute Deutsch- und Englischkenntnisse in Wort und Schrift mit DAS BIETEN WIR DIR * Because we care: 30 Urlaubstage und Workation innerhalb der EU schaffen Freiraum für Erholung und neue Perspektiven. So lassen sich Beruf und Privatleben gut miteinander verbinden. * Work with us: Flexible Arbeitszeiten, mobiles Arbeiten und Teilzeitmodelle ermöglichen dir, Arbeit und Alltag passend zu gestalten – immer abgestimmt mit deinem Team und deinen Projekten. * Learn with us: Mit der ]init[ Academy, Trainings, Zertifizierungen und bereichsübergreifendem Wissensaustausch entwickelst du dich fachlich und persönlich kontinuierlich weiter. * Grow with us: Profitiere von bereichsübergreifendem Wissensaustausch und entwickle dich gemeinsam mit deinen Kolleg:innen kontinuierlich weiter. * Ride with us: JobRad, ÖPNV-Zuschuss und weitere Mobility Benefits unterstützen dich dabei, flexibel und nachhaltig unterwegs zu sein. * Start with us: Welcome Week, strukturiertes Onboarding und Patenschaften sorgen für einen gelungenen Einstieg und helfen dir, schnell im Team und deinen Projekten anzukommen. WERDE TEIL DES TEAMS Gestalte mit uns die digitale Zukunft – in Vollzeit oder Teilzeit, remote oder im Office. Wir freuen uns auf deine Bewerbung unter Angabe deines frühestmöglichen Eintrittstermins und deiner Gehaltsvorstellung. Vielfalt und Chancengleichheit sind für uns selbstverständlich. Bewerbungen von Menschen mit Behinderung und Gleichstellung begrüßen wir ausdrücklich. Da uns und unseren Kund:innen Sicherheit wichtig ist, kann je nach Position nach einer Zusage eine vertrauliche Sicherheitsüberprüfung erforderlich sein. RECRUITER Jabeena Malik
YOUR IMPACT We are looking for a Senior Site Reliability Engineer to join the Core Reliability & Observability team in Platform Engineering. Your mission will be to shape Doctolib's observability strategy and ensure our platform remains reliable, debuggable, and scalable at a European scale. You will work in a feature team developing logging, metrics, tracing, and alerting capabilities, contributing directly to supporting 400,000 health professionals and 80 million patients in their daily healthcare journey. Working in the tech team at Doctolib means building innovative products and features to improve the daily lives of care teams and patients. WHAT YOU'LL DO Your responsibilities include but are not limited to: * Lead the observability strategy across the platform, with an emphasis on building scalable, developer-friendly logging and tracing capabilities * Identify and lead large-scale cross-cutting reliability initiatives, including improvements to our incident detection, response, and postmortem analysis capabilities * Take part in the on-call rotation, and actively contribute to improving our on-call experience by refining alerting, reducing noise, and ensuring actionable telemetry WHO YOU ARE Before you read on: if you don't have the exact profile described below, but you feel this job description matches your skill set, we still encourage you to apply. You'll be a great fit if you: * Have a solid hands-on experience (3y+) on a large-scale production platform * Have proven experience with cloud platforms such as AWS, Azure or Google Cloud * Have solid understanding of containerization and orchestration technologies (Docker and Kubernetes) * Have a strong understanding of Helm for managing Kubernetes manifests and ArgoCD for GitOps workflows * Have deep expertise in observability tooling and architecture, such as: * Logging: Fluent Bit, OpenTelemetry, Loki, Elasticsearch, Logstash, Vector * Tracing: OpenTelemetry or proprietary APMs * Metrics: Prometheus, Thanos, Datadog, or equivalent * Have proficiency in at least one programming language (Ruby, Python, Go, Java, etc.) and a deep understanding of infrastructure as code principles * Have experience with monitoring and observability tools * Like troubleshooting performance issues in complex environments * Are fluent in English It would be fantastic if you: * Have experience contributing to open-source observability projects * Have worked in a high-growth tech environment * Are passionate about developer experience and platform engineering LIFE AT DOCTOLIB TECH * Our solutions are built on a single fully cloud-native platform that supports web and mobile app interfaces, multiple languages, and is adapted to country and healthcare specialty requirements. * Our stack is composed of Rails, TypeScript, Java, Python, Kotlin, Swift, and React Native. * We leverage AI ethically across our products to empower patients and health professionals. Discover our AI vision here. Want to learn more about our tech culture and environment? Visit the Doctolib Tech site. WHAT WE OFFER * A Deutschlandticket (Germany-wide public transport pass) fully paid for by Doctolib * 28 vacation days + 1 additional day for each full calendar year of employment (up to a maximum of 30 days) * Work from abroad for up to 10 days per year thanks to our flexibility days policy * Company health insurance with great supplementary benefits through our partner Allianz * Company pension scheme (bAV) through Allianz with an employer subsidy of 40% (15% within the probationary period) * ParentCare Program: Enjoy full salary coverage (100%) during your first month of birth leave, and 75% during the second, covered by Doctolib * Enrollment in Doctolib's long-term employee value sharing plan called DoctoGrowth * Free mental health and coaching services through our partner Moka.care * Subsidized sports membership through our partner Urban Sports Club * A flexible workplace policy offering both hybrid and office-based mode * Alongside healthy snacks and our regular breakfast buffet, we provide a subsidized meal benefit * For caregivers and workers with disabilities, a package including an adaptation of the remote policy, extra days off for medical reasons, and psychological support * Relocation support in case of international mobility * Access to the best AI tools for coding, development and dedicated training OUR INTERVIEW PROCESS * Recruiter Interview * Technical SRE Interview * System Design Interview * Behavioral Interview * At least one reference check We want your experience to be clear, respectful, and transparent. Learn more about our hiring process on our candidate experience page. JOB DETAILS * Permanent position * Tech stack: Kubernetes, Prometheus, OpenTelemetry, Loki, ArgoCD, Ruby, Python, Go * Full-time * Berlin, Germany * Hybrid work setup (up to 2 remote days per week) * Start date: as soon as possible WE WELCOME EVERYONE At Doctolib, we are committed to improving access to healthcare for everyone. This translates into our recruitment process. We evaluate candidates based solely on qualifications and motivation, without any form of discrimination. The more diverse ideas are heard, the more our product will truly improve healthcare for all. You are welcome to apply to Doctolib, regardless of your gender, religion, age, sexual orientation, ethnicity, or disability. To ensure equal opportunities, we invite you to exclude personal information (e.g., pictures, age) from your applications. If you require any accommodation, please let us know for support during the hiring process. Join us in building the healthcare we all dream of! YOUR DATA PRIVACY All information provided is processed by Doctolib for application management. For data processing details, click here: Germany l France l Italy l Netherlands. Please contact hr.dataprivacy(at)doctolib.com for inquiries or to exercise your rights.
We are looking for an Engineering Manager to join the OREO (Observability Reliability Engineering Obsession) team in Platform Engineering. As an Engineering Manager, your mission will be to lead the Reliability & Observability team and drive the evolution of Doctolib's observability platform, supporting the exponential growth of Doctolib services while building and empowering a world-class SRE team. Working in the tech team at Doctolib involves building innovative products and features to improve the daily lives of care teams and patients. We work in feature teams in an agile environment, while collaborating with product, design, and business teams. You will lead a team of Site Reliability Engineers who are responsible for shaping Doctolib's observability strategy and ensuring our platform remains reliable, debuggable, and scalable. This role sits at the intersection of people management, technical leadership, and strategic planning with a particular focus on building organizational capabilities around logging, metrics, tracing, and alerting. Your team also owns and operates critical transversal services that enable secure, scalable infrastructure management across the organization, including HashiCorp Vault for secrets management and Terraform Enterprise for infrastructure as code. Your responsibilities include but are not limited to: People Leadership: * Lead, coach, and grow a team of Site Reliability Engineers, supporting their technical development and career progression * Create a culture of operational excellence, continuous improvement, and psychological safety within the team * Conduct regular 1:1s, performance reviews, and career development conversations * Recruit, onboard, and retain top SRE talent aligned with Doctolib's mission and values Technical Strategy: * Partner with SREs and senior engineers to define and evolve the observability strategy across the platform, focusing on logging, metrics, tracing, and alerting * Own the strategy and evolution of critical transversal services including HashiCorp Vault and Terraform Enterprise * Drive prioritization and roadmap planning for large-scale reliability and observability initiatives * Ensure alignment between team objectives and broader engineering and business goals * Advocate for and allocate resources toward reducing technical debt and improving developer experience Operational Excellence: * Own the team's on-call experience and contribute to the incident response processes, ensuring sustainable practices and continuous improvement * Ensure high availability and reliability of transversal services that are critical to the entire engineering organization * Lead postmortem reviews and drive systemic improvements to prevent recurring issues Cross-functional Collaboration: * Work closely with Product Managers, Engineering Managers, and architects to align observability capabilities with product and platform needs * Partner with security and infrastructure teams to evolve secrets management and IaC practices across the organization * Represent the OREO team in engineering leadership forums, architectural reviews, and strategic planning sessions * Foster strong partnerships with software engineering teams to improve instrumentation quality and adoption of observability best practices ABOUT OUR TECH ENVIRONMENT * Our solutions are built on a single fully cloud-native platform that supports web and mobile app interfaces, multiple languages, and is adapted to the country and healthcare specialty requirements. To address these challenges, we are modularizing our platform run in a distributed architecture through reusable components. * Our stack is composed of Rails, TypeScript, Java, Python, Kotlin, Swift, and React Native. * We leverage AI ethically across our products to empower patients and health professionals. Discover our AI vision here and learn about our first AI hackathon here! WHO YOU ARE Before you read on — if you don't have the exact profile described below, but you feel this job description matches your skill set, we still encourage you to apply. * You have at least 5+ years of software engineering or SRE experience, with a strong technical background in cloud-native environments (preferably AWS, GCP, and/or Kubernetes-based) * You have 3+ years of engineering management experience, leading technical teams (ideally SRE, platform, or infrastructure teams) * You have deep understanding of observability tooling and architecture (Fluent Bit, OpenTelemetry, Loki, Elasticsearch, Prometheus, Thanos, Datadog) * You have experience with infrastructure as code (Terraform, OpenTofu) and secrets management systems (Vault, AWS Secrets Manager) * You have proven ability to balance technical depth with people leadership, able to mentor engineers, review technical designs, and guide architectural decisions Now it would be fantastic if you: * Have experience scaling SRE or platform teams in fast-growing, high-traffic environments * Have background in designing and operating high-scale telemetry pipelines * Have hands-on experience with HashiCorp Vault and Terraform Enterprise in production environments * Have hands-on experience with backend programming languages (e.g., Go, Python, Ruby) * Have experience driving cultural and technical transformations WHAT WE OFFER * Free comprehensive health insurance for you and your children * ParentCare Program: Enjoy full salary coverage (100%) during your first month of birth leave, and 75% during the second, covered by Doctolib * Free mental health and coaching services through our partner Moka.care * For caregivers and workers with disabilities, a package including an adaptation of the remote policy, extra days off for medical reasons, and psychological support * Work from EU countries and the UK for up to 10 days per year, thanks to our flexibility days policy * Work Council subsidy to refund part of sport club membership or creative class * Up to 14 days of RTT * A subsidy from the work council to refund part of the membership to a sport club or a creative class * Lunch voucher with Swile card THE INTERVIEW PROCESS * 30-min phone screen with a Tech Recruiter * 1h30 technical interview (SRE System Design & Architecture) * 1h15 behavioral interview (Leadership & People Management) * 1h30 Engineering Management case study (team scenarios, prioritization, and conflict resolution) * 1h manager interview with Senior Engineering Leadership * At least one reference check JOB DETAILS * Permanent position * Full-time * Berlin * Start date: as soon as possible If you would like to find out more about tech life at Doctolib, feel free to read our latest Medium blog articles! At Doctolib, we are committed to improving access to healthcare for everyone. This translates into our recruitment process. We evaluate candidates based solely on qualifications and motivation, without any form of discrimination. The more diverse ideas are heard, the more our product will truly improve healthcare for all. You are welcome to apply to Doctolib, regardless of your gender, religion, age, sexual orientation, ethnicity, disability. To ensure equal opportunities, we invite you to exclude personal information (e.g. pictures, age) from your applications. If you require any accommodation, please let us know for support during the hiring process. Join us in building the healthcare we all dream of! All information provided is processed by Doctolib for application management. For data processing details, click here. Please contact hr.dataprivacy(at)doctolib.com for inquiries or to exercise your rights.