
Prior Labs · New York
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.
You'll join our data science team working with an entirely new class of AI models. As a Data Scientist at Prior Labs, you'll be
the critical link between our foundation models and real-world applications — experimenting hands-on with our tabular foundation
models (including TabPFN) to uncover new applications, working directly with customers to show how native tabular AI solves
problems traditional methods can't, and translating what you learn back into our product roadmap.
Applied Data Science & Experimentation: Identify high-impact use cases for TFMs and build proof-of-concepts that showcase their
advantages over traditional ML. Develop best-practice workflows using capabilities like in-context learning (ICL) and benchmark
rigorously against existing approaches.
Customer Success: Work directly with users to understand their challenges and demonstrate TFM value through technical demos tied
to real business objectives. Guide onboarding to deliver quick wins and translate user feedback into technical insights for our
product team.
Community & Education: Design and deliver workshops, tutorials, and content that explains the tabular foundation model paradigm —
how it differs from LLMs and traditional ML, and why it matters. Engage the data science community through Kaggle, GitHub, and
public-facing work.
or open-source.
in PyTorch, including modern deep learning - architectures (especially transformers)
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.
The way companies innovate is broken. The systems built to create and protect ideas can’t keep up with the pace of change. Today, 90% of S&P 500 company value is intangible (e.g., in intellectual property) - yet R&D and IP teams spend half their time buried in manual work, sifting through patents and paperwork instead of pushing the frontier forward. The tools of creating and protecting are stuck in the past. We’re here to fix that. Ankar is building the R&D tools for the AI era and defining what applied research will look like in the next 20 years. We’re building infrastructure and product experiences our customers rely on every day. You’ll translate messy, ambiguous problems into clean, dependable software—and you’ll do it at the cutting-edge of AI. We’re at an inflection point: * We’ve raised >$24M to date from Tier-1 VCs like Atomico, Index Ventures, Norrsken, Daphni, and angels like the Founder of Hugging Face, CEO from Datadog, and Leaders from DeepMind and OpenAI. * We’re already working with the world’s most innovative companies including Fortune 500 company L’Oréal and global law firm Vorys * Expanding our world-class team with alumni from Palantir, Amazon, and BCG to tackle the $1T+ innovation market. We’re just getting started. US Expansion Current US Footprint The US will be our largest market; we already have revenue, customers, and pipeline - now we’re building the team to scale it. * Active customers across US corporate IP teams and leading law firms * Mid-five to mid-six figure ARR already coming from US accounts * Ongoing enterprise conversations with larger US-based organizations The US is generating meaningful revenue today without a local team. We’ve validated demand and built pipeline from the UK. Now we’re formalizing our US go-to-market. Next 12 Months Over the next year, our ambition is to : * Build our first US enterprise sales pod (AEs, patent attorneys, GTM support) * Close multiple six-figure enterprise accounts * Establish Ankar as a category leader in AI for patent workflows in the US * Lay the foundations for long-term US infrastructure and leadership This role is not about territory management - it’s a market building role. What you’ll be doing As our Founding US Sales Leader, you’ll build and lead Ankar’s US go-to-market from the ground up. This is a player–coach role. You will personally own and close complex enterprise deals while setting the standard for how we sell in the US. You will: * Own a new-business quota and run full-cycle enterprise deals end-to-end — from sourcing and deep discovery through pilot design, negotiation, and close. * Aggressively land pilots and convert them into long-term, six-figure enterprise accounts. * Spend significant time on the road with customers — building relationships, driving momentum, and developing real conviction in-market. * Establish and enforce high standards across: * Sales process and methodology * Deal qualification and quality * Pipeline discipline and forecasting rigor * Translate complex AI and patent/IP workflows into clear business value for senior stakeholders. * Iterate messaging, positioning, and pricing based on live market feedback. * Hire, coach, and develop future US AEs — raising the bar on execution and culture from day one. * Partner closely with the London team to: * Avoid territory conflicts * Leverage existing relationships and references * Feed US learnings back into the global sales playbook You will report directly to the founders and work closely with the London sales team from day one. This is a true build-from-scratch mandate — with significant ownership, visibility, and long-term upside. What we are looking for You likely: * Have 7+ years of experience in enterprise B2B SaaS sales, with a track record of closing complex, six-figure deals. * Have experience opening new markets, territories, or building sales functions from an early stage. * Are comfortable in a true player–coach role — carrying quota while developing others. * Thrive in ambiguity and can create structure where none exists. * Are confident selling to senior decision-makers in enterprise environments. * Are highly disciplined with pipeline management and forecasting. * Are energized by being in front of customers — and willing to travel heavily in the early days. * [Bonus points] Have experience selling AI, technical platforms, or workflow software into enterprise teams. * [Bonus points] Have sold into law firms, patent attorneys, or in-house IP / R&D functions. * [Bonus points] Have built or scaled a US sales team at an early-stage (Series A/B) company. Culture at Ankar: Culture at Ankar is how we think, build, and operate. We’re building a generational company that redefines how the world’s best R&D teams create and protect ideas. * Contrarian - we think from first principles: We think deeply, question assumptions, and build from first principles. The best ideas come from clarity and rigour. * Creative - we build with taste: We’re building the R&D tools for the AI era and shaping what applied research looks like over the next 20 years. We care about precision, quality, and systems that last. * Competitiveness - we play to win: We move with urgency and set a very high bar for ourselves and each other. Every win raises the bar. Every challenge sharpens us. This role is not for you if... * You need a highly structured environment, a predefined playbook, regular working hours, or a schedule that never requires travel. We operate with high autonomy and ownership, expect our team to go above and beyond, be obsessed with our mission and thrive in ambiguity rather than wait for direction. * You prefer long planning cycles and certainty before acting. We move quickly, ship often, and adapt based on customer feedback and new information. * You want to manage the work rather than do the work. We're builders first, and everyone is expected to contribute directly to creating exceptional products. * You take it personally when ideas are challenged, priorities shift, or work gets redirected. We care more about finding the right answer than defending a particular one.
At Jellyfish, we believe in the power of diverse perspectives and inclusive collaboration. We welcome individuals who excel in collaborative, varied teams and value the unique contributions that each person brings to the table. Jellyfish is a global digital marketing agency; a unique fusion of tech enthusiasts, creative minds, and media and data experts all united to empower our clients along their digital journey. Our commitment to embracing diverse perspectives fuels our innovation and strategies that challenge the status quo, reinvent media activation, and craft influential stories for our global clients and their customers. Join us in shaping a future where business growth and personal fulfilment go hand in hand. Job Description Reporting to the Paid Social Director you will create impact within our Paid Social team and Global Paid Media capability. At Jellyfish, the Paid Media department consists of team members with expertise in implementing all forms of Paid Social. You'll help support some of the biggest brands on the planet, and as Google's global partner, we provide the right technology, strategy and training, while promoting lasting relationships. Your primary responsibilities will include: * You'll manage and be accountable for the daily operations of a portfolio of accounts (pacing, QA, implementing optimizations, reporting & insights, campaign set-up) and collaborate with other teams and clients. * Demonstrate an understanding of our book of business as it relates to paid social strategy. Collaborate with our client Strategy and Media Planning team in leading media plans and roadmap development. * You'll establish client relationships and provide valuable insights, optimisations, and testing opportunities. * Take an active role in leading weekly team statuses, delegating tasks and deadlines to other team members, and contributing to internal leadership projects. * Support team leadership to promote important process implementation. * Keep ahead of industry trends. Work with the Paid Social Director in sharing best practices and new opportunities with the team. * You will retain and grow client revenue to achieve company and team goals. * Bring new ideas and solutions to clients * Ensure account processes are upheld through rigorous QA and identify areas for improvement. * Pursue opportunities to work and integrate social with broader planning efforts. * You'll excel in coaching and retaining team members, developing their tactical and account management skills, including insight writing. * Develop direct reports during 1:1s, providing regular feedback * Be an escalation point to resolve team and account issues. * Support the development and documentation of best practices for campaign management. Qualifications & Requirements: * Proficiency with G-Suite (Sheets, Slides, Docs) * Streamline workflows * 4 years of applied experience in Paid Social platforms, including Meta, LinkedIn, Snap, Pinterest and TikTok. Knowledge in Campaign Manager 360. * Great at structured working habits, with the ability to cope with competing demands and to autonomously manage tasks and responsibilities. * Client-centric - You'll love getting to know your clients, developing long-lasting relationships and adding value to their business. * Analytics & Reporting - You'll be a whizz at using data and market insights to inform decisions and develop business strategies. * Process Improvement - You seek and implement solutions to streamline and automate processes. Note: We emphasise skills, expertise and behavioural attributes over years of experience and traditional degrees. If you want to join our collaborative team, we invite you to apply today with your resume in English. Why Join Jellyfish? At Jellyfish, we foster a culture of innovation, collaboration, and continuous improvement. As the Director of Paid Search, you will be pivotal in shaping our digital strategies and leading a talented team in a dynamic and evolving industry. By joining Jellyfish, you’ll experience a workplace that prioritizes your professional growth, celebrates your contributions, and empowers you to create a work environment tailored to your needs. We value diverse perspectives and encourage you to bring your unique ideas. Together, we’ll drive success for our clients and advance the future of digital marketing. 💰 Reward: You'll receive a loyalty salary increase on your Jellyfish anniversary, in addition to our company-wide annual bonus and 401k retirement plan. 🏥 Healthcare plans: Have peace of mind with our healthcare, vision, and dental insurance, plus short and long-term disability and life cover. 💫 Custom Work Environment: Work remotely for up to 60% of your days. 📈 Growth, Your Way: Grow your career with one paid day each month for self-development and access to LinkedIn Learning with unlimited online courses. 👪 Family Support: Enjoy 14 weeks of paid leave for primary caregivers and 4 weeks of paid leave for secondary caregivers. All your information will be kept confidential according to EEO guidelines. Unfortunately, there has been an increase in fake recruiters impersonating Jellyfish and unlawfully using our brand name. If you are unsure if an email with a job offer you have received is genuinely from Jellyfish, or if you suspect any fraudulent activity, please report it to talentacquisition@jellyfish.com.
The way companies innovate is broken. The systems built to create and protect ideas can’t keep up with the pace of change. Today, 90% of S&P 500 company value is intangible (e.g., in intellectual property) - yet R&D and IP teams spend half their time buried in manual work, sifting through patents and paperwork instead of pushing the frontier forward. The tools of creating and protecting are stuck in the past. We’re here to fix that.Ankar is building the AI operating system for innovation, reinventing how companies generate and protect their inventions. Our platform orchestrates how ideas become defensible IP with a suite of AI modules such as patent drafting, office action response, and infringement detection.We’re at an inflection point: * We’ve raised >$24M to date from Tier-1 VCs like Atomico, Index Ventures, Norrsken, Daphni, and angels like the Founder of Hugging Face, CEO from Datadog, and Leaders from DeepMind and OpenAI. * We’re already working with the world’s most innovative companies including Fortune 500 companies such as L’Oréal and global law firms such as Vorys * Expanding our world-class team with alumni from Palantir, Amazon, and BCG to tackle the $1T+ innovation market. We’re just getting started. We are growing our team and looking for people who take ownership of ambitious projects, solve complex & high-impact problems, and want to play a defining role in building our US presence - bringing a new generation of AI-driven capabilities to market from the ground up. US Revenue Focus The US will be our largest market; we already have early customers, pipeline and revenue in the US and are seeking the person to turn this into a robust pipeline, portfolio and ultimately - scaled operation. Today we have: * Active customers across US corporate IP teams, innovation teams and leading law firms * Mid-five to mid-six figure ARR from US accounts * Ongoing enterprise conversations with larger US-based organizations The US is generating meaningful revenue already, without a local team. We’ve validated demand and built pipeline from the UK. Now we’re formalizing our US go-to-market. Over the next year, our ambition is to: * Close multiple six-figure US enterprise accounts * Lay the foundations for long-term US infrastructure and leadership * Build our first US enterprise sales pod (AEs, patent engineers, GTM support) * Establish Ankar as a category leader in AI for innovation creation and protection in the US What you’ll be doing As one of our Founding AEs, you’ll work closely with our co-founders, SDRs, Patent Engineers and GTM team to drive new business and expand our customer base. You’ll be the spearhead in the US - strategising, operating - opening doors and closing deals, managing your pipeline and the full sales cycle with enterprise and mid-market accounts, helping the world’s most innovative organizations adopt our AI platform to accelerate their IP and R&D work. You will: * Flesh out and develop the US revenue playbook - work with founders to develop the consistent, predictable and scalable motions, proving by way of doing - action and delivery. * Own and drive the end-to-end US sales process: prospecting, discovery, demos, solution positioning, negotiation, and closing (deals ranging $100K-1M ACV) * Build and manage a strong pipeline via outbound, inbound, and industry events. * Develop trusted, long-term relationships with prospects and customers, supporting Ankar’s client base and market position. * Develop and execute our GTM strategy by bringing messaging, ICPs, and sales methodologies to life with rigour and disciplined processes. * Develop and deliver compelling presentations, proposals, and reports tailored to customer needs. * Partner with the founders and the broader sales team to refine our sales processes, share market insights, and contribute to a culture of learning and improvement. * Collaborate with marketing, product, and engineering to provide feedback and influence our roadmap and go-to-market initiatives. This role is for an energetic, curious, and ambitious operator - with exceptional communication and problem-solving skills - who thrives in a fast-paced startup environment. We see this role as a continuous escalator towards taking more responsibility at Ankar. What we are looking for This is a founding AE role. We are not hiring traditional enterprise reps; we are hiring high-agency, revenue-obsessed hunters who can build and close from zero. * Proven 0→1 closer: Demonstrated track record of independently generating pipeline, running an enterprise sales motion and closing multiple 6-figure entreprise deals. You don’t wait for leads; you create and convert them. * End-to-end ownership: Able to run the full sales cycle autonomously, from first touch to close, while leveraging founders for strategic moments (exec alignment, complex negotiations). * Pipeline builder, not pipeline manager: Comfortable operating without brand pull or established playbooks. You know how to break into accounts, multi-thread, and create momentum from scratch. * Executive presence: Credible with C-level stakeholders. You can navigate complex organizations, build trust quickly, and drive decisions across multiple stakeholders. * Thrives in ambiguity: Operates effectively in an unstructured, fast-moving environment. You don’t need a playbook; you help build it. * High slope, low ego: Curious, coachable, and intellectually honest. You actively seek feedback and iterate fast. * Intensity and drive: High energy, high urgency, and deeply motivated by revenue and impact. You show up, push deals forward, and don’t let them stall. * Bonus points if you: * Have sold into patent, legal, or R&D teams (IP, innovation, engineering orgs) this will help reduce ramp, but not required * Have closed deals in ambiguous products / early-stage startups (no clear category, evolving positioning). This is a strong proxy for success at Ankar * Have experience selling technical or AI-driven product, especially where you had to translate complexity into business value * Have built pipeline in new markets or geographies from scratch, this is directly relevant to our US expansion * Have worked closely with founders on deals. This signals your ability to leverage (not depend on) exec involvement. * Have consistently outperformed quota in a high-scrutiny environment e.g. early-stage startup, new segment, or competitive category Culture at Ankar: Culture at Ankar is how we think, build, and operate. We’re building a generational company that redefines how the world’s best R&D teams create and protect ideas. * Contrarian - we think from first principles: We think deeply, question assumptions, and build from first principles. The best ideas come from clarity and rigour. * Creative - we build with taste: We’re building the R&D tools for the AI era and shaping what applied research looks like over the next 20 years. We care about precision, quality, and systems that last. * Competitiveness - we play to win: We move with urgency and set a very high bar for ourselves and each other. Every win raises the bar. Every challenge sharpens us. This role is not for you if... * You need a highly structured environment, a predefined playbook, regular working hours, or a schedule that never requires travel. We operate with high autonomy and ownership, expect our team to go above and beyond, be obsessed with our mission and thrive in ambiguity rather than wait for direction. * You prefer long planning cycles and certainty before acting. We move quickly, ship often, and adapt based on customer feedback and new information. * You want to manage the work rather than do the work. We're builders first, and everyone is expected to contribute directly to creating exceptional products. * You take it personally when ideas are challenged, priorities shift, or work gets redirected. We care more about finding the right answer than defending a particular one.