The posting
SAVR is a fast-growing Swedish fintech company on a mission to reinvent investing. We empower investors with a platform that offers lower fees, greater transparency, and a radically improved experience. We’re not just building another investment service — we’re reimagining how financial products should work for people, not just institutions. As part of our ambitious, innovative and curious team, you’ll help shape the future of investing in Sweden and beyond. A quick note: This is not a traditional hiring process. While we're not actively looking to fill an immediate vacancy, we're always interested in meeting exceptional people who can help shape SAVR's future. If there's a strong mutual fit, we're open to exploring opportunities together The Role – AI Engineer As an AI Engineer with backend skills in our cross-functional team, you’ll join our tech team in Stockholm or Halmstad to build AI-powered product experiences end-to-end. You’ll work closely with fellow Software Engineers, Product Designers, and Product Managers to ship LLM-driven features such as retrieval-augmented generation (RAG), semantic search, intelligent assistants, and automation, built for reliability, security, and great UX. Our Tech Team Lead will manage and support your work, while reporting directly to our VP of Engineering. A glimpse into our tech stack: Python, SQL, Terraform, hosted on AWS, plus an AI stack that includes LLM APIs/open-source models, vector databases/similarity search, retrieval pipelines, evaluation tooling, and observability for production AI. Your Mission Build and ship LLM-powered product features (RAG, assistants, semantic search).
Productionize AI systems with guardrails, monitoring, evals, and cost/latency control.
Partner with product/design/engineering to turn use cases into measurable outcomes.
Build and maintain key platform features, APIs, and services, prioritizing scalability, reliability, and top-tier performance.
Provide direction and strategic insight on data related topics.
Additionally you will Drive ideas and develop concepts from a tech perspective.
Explore ideas iteratively and refine them into production-quality solutions.
Contribute to improving the architecture, tech stack, and operational methods.
Improve our AI development workflow to support safe and reliable production AI.
Follow and promote good engineering practices to deliver high-quality products.
Engage in code reviews and foster a culture of continuous learning through constructive feedback.
Be a positive force for our team culture.
You’ll Thrive in This Role If You... 4+ years of professional team-based software development experience, with at least some experience building ML/AI-powered features or systems in production.
Experience working with scalable, product-based environments, where you’ve shipped user-facing features and care about latency, reliability, and real-world constraints.
Solid understanding of backend systems and data modeling, enough to build reliable text retrieval, integrate with existing services, and reason about data quality, privacy, and access control in AI workflows.
Passion for applied AI, including prompt engineering, RAG, embeddings/vector search, LLM evaluation, fine-tuning, and model serving.
Strong collaboration skills and an open-minded approach to exchanging ideas.
Fluent in English and a team player who values diverse perspectives.
Swedish citizen or valid EU work permits (we cannot offer visa sponsorship for this role).
We’re seeking a motivated engineer with a broad skill set and a passion for applied AI, especially LLM-powered products, retrieval, and production-grade AI systems. You are someone who thrives in a collaborative, fast-paced environment and is eager to contribute to building something great. Our Cultural DNA At SAVR, we’re:
🧠 Open-minded – we embrace new ideas, diverse perspectives, and continuous learning 🚀 Bold – we take smart risks, move fast, and aren’t afraid to fail forward 🤝 Honest – we value transparency, feedback, and doing the right thing We’re a startup, so things can be a little messy — and that’s part of the thrill. If you thrive in building as a team and handling uncertainty, you will fit right in. What’s In It for You You’ll join a product- and design-driven company where your work has real impact. We keep things lean, move fast, and genuinely care about the experience we deliver — for customers and for each other. Here’s what we offer: 💻 Top-tier work gear 💰 Competitive salary 🏃♀️ Generous wellness allowance 🤒 Insurance package 🌱 Occupational pension and long-term savings support 🏢 Office-first approach to foster collaboration and quick decision-making — with flexibility when you need it (4+1) 🥗 Stocked pantry, plus regular social gatherings and wellness activities to keep energy and culture high
Our Commitment to Diversity SAVR is an equal opportunity employer. We welcome people from all backgrounds, identities, and experiences. We believe diverse teams build better products and are committed to creating an inclusive workplace where everyone can thrive. Ready to Join Us? We’d love to hear from you. Apply now or reach out with any questions — and let’s build something meaningful together.
