
Umain AB · Stockholm
At Umain, we're not just creating software; we're crafting the future, one innovative project at a time. With our motto "Shape, Ship, Scale," we empower our tea...
At Umain, we're not just creating software; we're crafting the future, one innovative project at a time. With our motto "Shape,
Ship, Scale," we empower our team to not only envision the future but also play a pivotal role in building it. We're a dynamic
team where you can shape the future, ship groundbreaking solutions, and scale your abilities in many different ways.
We're on the lookout for developers ready to join us in this journey, bringing passion, creativity, and dedication along with
them. The role is ideal for engineers with demonstrable skills in AI as well as for software engineers who have recently
transitioned to AI and ML expertise, and offers an opportunity to develop your craft whilst working closely with clients on
delivering AI solutions to real-world challenges.
We are seeking an AI Engineer with experience in building robust, scaleable, AI powered solutions. The ideal candidate combines a
product engineering mindset with a deep enthusiasm for advancing AI capabilities. They demonstrate a great understanding of core
AI concepts, product development workflows, and embodies team spirit.
such as Mastra, Microsoft Agent Framework, LangChain/LangGraph.
observability tooling (Langfuse, Promptfoo, etc.).
debugging AI systems
WE ALSO WELCOME EXPERIENCED SOFTWARE ENGINEERS LOOKING TO TRANSITION INTO AI:
AI landscape
end-to-end
boundaries of what's possible.
colleagues.
Career Framework: We believe in fairness and clarity, which is why we've established a transparent career framework to ensure
equal pay and equal opportunities for all. Your growth and success are as important to us as they are to you. Together with your
coach, you will build your own development plan and grow in your career.
Work-Life Balance: At Umain, diversity is our strength. We understand that life doesn't pause when you walk into the office.
That's why we've cultivated an environment that supports an excellent work-life balance. We welcome team members from all walks of
life, recognizing the richness that different backgrounds, ages, and life stages bring to our team. We're committed to supporting
each other, encouraging a healthy work-life balance that respects your needs, whether it's taking care of your family, your pets,
or yourself.
Innovations and Learning: Technology is always evolving, bringing new challenges and opportunities for collaboration and learning.
Our developers work closely with designers, analysts, testers and more to tackle these challenges head-on, sharing knowledge and
growing together.
Skills Over Degrees: We're more interested in what you can do than in the diplomas you hold. Talent, drive, and creativity are
what count at Umain. Here, you'll find opportunities to grow, learn, and excel in your career, regardless of your educational
background. If you have the ambition and commitment to succeed, we have the environment and resources to support your journey.
Background Check: Umain conducts a background check for final candidates in accordance with our internal policies. The check is
carried out only with your consent and is ordered by our CISO through our approved screening partner. The scope of the check
depends on the role level. This step is performed late in the recruitment process and is used solely to support a secure and
fact-based hiring decision.
At Umain, we're not just creating software; we're crafting the future, one innovative project at a time. With our motto "Shape, Ship, Scale," we empower our team to not only envision the future but also play a pivotal role in building it. We're a dynamic team where you can shape the future, ship groundbreaking solutions, and scale your abilities in many different ways. We're on the lookout for developers ready to join us in this journey, bringing passion, creativity, and dedication along with them. The role is ideal for engineers with demonstrable skills in AI as well as for software engineers who have recently transitioned to AI and ML expertise, and offers an opportunity to develop your craft whilst working closely with clients on delivering AI solutions to real-world challenges. We are seeking an AI Engineer with experience in building robust, scaleable, AI powered solutions. The ideal candidate combines a product engineering mindset with a deep enthusiasm for advancing AI capabilities. They demonstrate a great understanding of core AI concepts, product development workflows, and embodies team spirit. As an AI Engineer at Umain, your role will involve: Assisting our clients in clarifying their questions and determining if using AI is a suitable solution for them You understand the limitations of a model and how to address them within the product's UX Experience architecting agentic solutions (context, memory, and tool/skill handling) and implementing them using frameworks such as Mastra, Microsoft Agent Framework, LangChain/LangGraph. Applying stochastic test casing and trace-based reasoning to evaluate, test, and improve agent behaviour, supported by observability tooling (Langfuse, Promptfoo, etc.). Understanding and applying core AI concepts such as redlining, document chunking for accuracy, efficient use of embeddings, and debugging AI systems Validating, deploying, monitoring, and maintaining built models, ensuring they can be used at scale Developing and maintaining end-to-end data pipelines and machine learning workflows, optimizing for performance and reliability Working with diverse, cross-functional teams on projects that deliver groundbreaking AI solutions for global brands We also welcome experienced software engineers looking to transition into AI: Strong product development background with several years of software engineering experience Active engagement in AI (agents, wrappers, context engineering) Knows how to work efficiently in a product/engineering team Who You Are: We value candidates who demonstrate: Great delivery skills: Proven capability to deliver AI solutions Strong AI intuition: A deep understanding of AI concepts Curiosity: Enthusiasm for emerging technologies, creativity in problem-solving, and an eagerness to learn in a rapidly evolving AI landscape Full-stack product thinking: Frontend or backend experience outside the traditional AI field, with the ability to build end-to-end You're a developer with a passion for innovation and a knack for problem-solving. You're eager to learn, grow, and take on new challenges. You value collaboration, diversity, and the opportunity to make a significant impact. You believe in the power of technology to shape the future. What We Offer: A chance to work closely with global brands on a range of diverse and unique projects that explore and truly push the boundaries of what's possible. A fun and fair work environment where you have the opportunity to expand your skills through unique challenges and fantastic colleagues. A personal coach, and a setting where you can grow professionally and personally. Being part of multidisciplinary teams, participating in agile teams, being an important player in a highly ambitious setting. Why Umain? Career Framework: We believe in fairness and clarity, which is why we've established a transparent career framework to ensure equal pay and equal opportunities for all. Your growth and success are as important to us as they are to you. Together with your coach, you will build your own development plan and grow in your career. Work-Life Balance: At Umain, diversity is our strength. We understand that life doesn't pause when you walk into the office. That's why we've cultivated an environment that supports an excellent work-life balance. We welcome team members from all walks of life, recognizing the richness that different backgrounds, ages, and life stages bring to our team. We're committed to supporting each other, encouraging a healthy work-life balance that respects your needs, whether it's taking care of your family, your pets, or yourself. Innovations and Learning: Technology is always evolving, bringing new challenges and opportunities for collaboration and learning. Our developers work closely with designers, analysts, testers and more to tackle these challenges head-on, sharing knowledge and growing together. Skills Over Degrees: We're more interested in what you can do than in the diplomas you hold. Talent, drive, and creativity are what count at Umain. Here, you'll find opportunities to grow, learn, and excel in your career, regardless of your educational background. If you have the ambition and commitment to succeed, we have the environment and resources to support your journey. Background Check: Umain conducts a background check for final candidates in accordance with our internal policies. The check is carried out only with your consent and is ordered by our CISO through our approved screening partner. The scope of the check depends on the role level. This step is performed late in the recruitment process and is used solely to support a secure and fact-based hiring decision.
We're building AI-native systems – and helping shape how AI transforms engineering, products and organisations. At Knowit Connectivity, AI is becoming a fundamental part of how modern systems are designed, developed and operated. We're looking for experienced engineers and architects who want to help clients move beyond experimentation and build production-grade AI solutions that create real business value. As we continue to invest in AI as a company, we're looking for people who want to combine deep technical expertise with a passion for shaping the future of AI-enabled engineering. ABOUT THE ROLE As a senior consultant, you'll work across the full lifecycle of applied AI – from strategy and architecture to implementation, deployment and continuous improvement. You will help clients understand how AI changes products, workflows and technical systems while taking a leading role in designing solutions that are scalable, observable and trustworthy. In addition to client engagements, you will be part of Knowit Connectivity's AI Advisory Team. The team plays a central role in shaping our AI strategy, developing internal capabilities, evaluating emerging technologies and helping drive our AI initiatives forward. This means your role is divided between delivering value in client assignments and helping strengthen Knowit's AI capabilities internally. You'll collaborate with other senior AI specialists, architects and business leaders to identify opportunities, establish best practices and continuously evolve how we apply AI across the organisation. Typical work includes: * Designing AI-native architectures and intelligent systems * Building and deploying LLM-based applications in production * Implementing RAG solutions across large and complex information landscapes * Designing agent-based workflows and autonomous system behaviours * Defining governance, observability and evaluation strategies for AI systems * Integrating AI capabilities into existing products, platforms and business processes * Evaluating trade-offs around performance, reliability, cost and control * Supporting clients in their AI transformation journey * Contributing to the development of Knowit's AI strategy and AI offerings WHAT WE'RE LOOKING FOR We're primarily looking for senior profiles with hands-on experience in applied AI. You likely have experience with several of the following: * Building applications using LLMs * Retrieval-Augmented Generation (RAG) and vector databases * Agent frameworks and orchestration platforms * System architecture and distributed systems * Python or similar programming languages * Cloud platforms such as Azure, AWS or GCP * Evaluation, monitoring and optimisation of AI systems * Data engineering and integration of complex information sources Experience with enterprise architecture, platform engineering or large-scale software development is highly valuable. WHO YOU ARE You understand that AI is changing software engineering and system design fundamentally. You enjoy working across strategy, architecture and implementation, and you're comfortable helping clients navigate both technical and organisational challenges related to AI adoption. You are curious, pragmatic and continuously learning as the AI landscape evolves. You don't need to fit a perfect profile – we value different strengths, whether you lean more towards architecture, platform engineering or implementation. WHY JOIN US At Knowit, you'll be part of a team that helps organisations move forward in their AI journey – from early exploration to real, implemented solutions. We work closely with our clients to understand their needs, identify opportunities and turn ideas into practical applications. Whether it's defining strategy, designing architectures or building production-ready systems, you'll play a key role in helping others succeed with AI. What you can expect: * Working hands-on with clients to solve real business problems using AI * Supporting organisations at different stages of their AI maturity * Collaborating in a strong engineering culture where knowledge sharing is part of everyday work * Opportunities to influence both client solutions and how we grow our AI capabilities internally * A variety of projects and industries, giving you both breadth and depth over time * A formal development roadmap where continuous AI learning and capability building are integrated parts of your professional growth We're building our AI capabilities together with our clients, which means your work will have a direct impact – not only on what we do, but on how others succeed in applying AI. INTERESTED? If you've already built something real with LLMs and want to help shape how AI transforms engineering, products and organisations, we'd like to hear from you.
Välkommen till Axfood IT, en av matbranschens största IT-avdelningar med drygt 350 medarbetare. Det är vi som ser till att Axfood, och alla våra kedjor, kan ligga i framkant vad gäller digital utveckling. Vi jobbar med att utveckla och förbättra allt ifrån e-handel till logistiklösningar och AI. Hos Axfood IT blir du del av ett sammanhang som utmanar och levererar lösningar som gör skillnad, både för våra kollegor och våra kunder. Här finns det alltid möjlighet att lära sig om ny teknik och växa, både som individ och tillsammans med kollegorna. Ditt nya team I rollen blir du en del av vårt nystartade Data & AI-center, som har ett tydligt uppdrag: att driva och öka användningen av data och AI för att möjliggöra datadrivna beslut i alla Axfoods bolag och processer. Axfood har länge jobbat med båda AI och ML, men med den här gruppen skapar vi bättre förutsättningar att driva tekniken bredare i organisationen. Gruppen ansvarar för att utveckla och förvalta AI-modeller och AI-applikationer, från generativa AI-lösningar som agenter och chatbots till klassiska ML-modeller, och ser till att de fungerar i våra huvudprocesser. Här jobbar vi med moderna plattformar, spännande projekt och ett starkt fokus på innovation. Ett ax-plock - Kollegornas favoriter på jobbet Möjligheten att påverka hur AI används i en av Sveriges största detaljhandelskoncern Bygga upp en funktion från grunden och forma hur vi jobbar Möjlighet att bygga och förvalta AI-modeller som kommer göra faktisk skillnad för våra miljontals kunder varje vecka. Om rollen Som AI Engineer kommer du att utveckla och förvalta egenutvecklade AI-lösningar som blir en del av Axfoods IT-system och applikationer. Du arbetar nära verksamheten för att förstå behov, omsätta dem till tekniska lösningar och bidra till att AI blir en naturlig del av våra processer. Dina arbetsuppgifter kan inkludera: Utveckla och förvalta AI-modeller och applikationer (ML och GenAI) som en del av våra IT-lösningar Arbeta med hela kedjan: från design och utveckling till produktionssättning och MLOps Bidra till att etablera best practices för AI-utveckling och leverans Samarbeta med Data Engineers, Tech Product Owners och Delivery Leads för att skapa skalbara lösningar. Vi söker flera personer till teamet och är därför öppna för olika senioritetsnivåer och specialistkompetenser. Exakt ansvar i rollen kommer därför anpassas till de vi anställer. Stämmer detta in på dig? I den här rekryteringen kommer vi att anställa flera personer och vi är därför intresserade olika senioritetsnivåer. För att lyckas i rollen behöver du dock ha ett minst ett par års erfarenhet inom liknande områden, exempelvis Data Science eller maskininlärning. Du behöver också ha tidigare erfarenhet av att utveckla egna AI-lösningar. Vidare behöver du ha: Erfarenhet av att utveckla och implementera AI-lösningar som en del av IT-system Kunskap inom ML/AI, generativ AI och gärna erfarenhet av MLOps och DevOps Förmåga att arbeta med hela utvecklingskedjan – från design till drift Det är ett plus om du har erfarenhet av att leda backlog refinement eller designarbete för AI-lösningar Som person tror vi att du är nyfiken, lösningsorienterad och gillar att samarbeta i en miljö där alla bitar inte är på plats än. Du är med och startar något nytt som formar framtidens Axfood. Ansökningsprocessen Vi vill att det ska vara enkelt att söka jobb hos oss. Om du inte har ett CV redo räcker det med att du länkar en väl ifylld LinkedIn-profil. I din ansökan får du svara på de frågor vi behöver svar på i den här delen av processen, och personligt brev är därför inte obligatoriskt. Vi hanterar ansökningar löpande och tjänsten kan därför tillsättas innan sista ansökningsdag. Vi kommer hantera både interna och externa kandidater. Vår rekryteringsprocess innehåller tester, intervjuer, bakgrundskontroll och ID-kontroll. Observera att vi inte under denna rekryteringsprocess kommer be dig logga in med ditt Bank-id eller scanna någon QR-kod, men vi kommer be dig styrka din identitet i processens slutskede. Om du har frågor om tjänsten, kontakta benjamin.karlsson@ants.se. Av GDPR-skäl behandlar vi inga ansökningar eller annan personlig information via mail.