{"data":{"id":158484,"slug":"ai-utvecklare-projektanstallning-for-lokal-faq-rag-losning","type":"job","title":"AI Developer - Project Position for Local FAQ\/RAG Solution","description":"About the Job\nWe are looking for an experienced developer for a short-term project assignment to implement a local AI-based FAQ and help function for our analytics tools.\nWe develop and deliver our own systems for web analytics and website maintenance. Our solutions are used by organizations that want to understand how their websites are used and work systematically with quality, content, and improvements.\nWe are a company that invests in quality, long-term thinking, and technical development. Our systems are developed internally and we continuously work on improving, modernizing, and building new features.\nNow we want to complement our analytics tools with an AI-based help function where users can ask questions about the tool's features and get relevant answers based on our own documentation and knowledge base.\nAbout the Project\nThe goal of the project is to implement a local AI\/RAG solution that can be used as an FAQ and intelligent help directly in our various analytics tools.\nThe solution should be able to search and retrieve relevant information from our own documentation and use this information to provide users with clear and relevant answers.\nWe will start from an existing and established framework that is already used for similar solutions. The choice of framework has not yet been finalized, so you will also have the opportunity to be involved in evaluating and recommending an appropriate technical solution.\nIt will require adaptations of the framework to our existing environment, our systems, and our requirements for local operation.\nThe solution will run in our own Linux-based server environment.\nResponsibilities\nIn the project, you will, among other things:\nEvaluate and recommend an appropriate framework for the solution\nInstall and configure the chosen AI\/RAG solution in our Linux environment\nAdapt the framework to our existing technical environment\nWork with Python for integrations and customizations\nStructure and index documentation and other materials that the AI will use\nWork with information retrieval, embeddings, and possible vector databases\nIntegrate the FAQ\/AI function with our existing analytics tools\nOptimize the solution regarding quality, relevance, and response times\nTest and quality assure the solution\nDocument installation, configuration, and technical customizations\n\nQualifications\nWe are looking for you who have:\nDocumented experience developing and implementing AI\/RAG solutions\nExperience from at least one similar project that has been deployed and used in a real production environment\nGood knowledge of Python\nVery good knowledge of Linux\nExperience with installation, configuration, troubleshooting, and operation in a Linux environment\nExperience working with existing AI\/RAG frameworks and adapting them to a specific environment\nKnowledge of LLMs, information retrieval, and embeddings\nAbility to work independently and drive a technical project from solution selection to completed implementation\nGood ability to communicate in Swedish or English\n\nFor this position, it is important that you have previously completed similar work in a live production setting. Experience only from education, thesis work, or school projects is therefore not sufficient.\nMeritorious\nIt is meritorious if you have experience with:\nLocally operated or self-hosted language models\nVector databases\nDifferent RAG frameworks and the ability to assess the pros and cons between them\nAPI integrations\nDocker or similar container solutions\nPostgreSQL or other databases\nOperation and optimization of local LLMs\nInformation security and solutions where data should be kept within your own infrastructure\n\nWho We Are Looking For\nSince this is a clearly defined project, we are looking for someone who can quickly get up to speed in an existing environment and take significant independent responsibility for the solution.\nYou need to be able to combine practical development with problem-solving and technical decision-making. We especially value that you have previously built something similar and know what challenges arise when an AI solution needs to work stably in a real production environment.\nYou don't need to be an AI researcher or develop your own language models. What is important is that you have experience using, configuring, integrating, and adapting existing AI technology to working solutions.\nWhat We Offer\nA clear and well-defined AI project with concrete goals\nOpportunity to influence the choice of technical solution and architecture\nWork on an AI function that will be used in our existing products\nClose collaboration with our developers and people with good knowledge of the products\nA technical environment where we develop and operate our own systems\n\nThis position is a short-term project assignment focused on taking the solution from technology selection to functioning implementation in a production environment.","language":"sv","is_translated":true,"title_original":"AI-utvecklare  projektanst\u00e4llning f\u00f6r lokal FAQ-\/RAG-l\u00f6sning","description_original":"Om jobbet\nVi s\u00f6ker en erfaren utvecklare f\u00f6r en kortare projektanst\u00e4llning med uppdraget att implementera en lokal AI-baserad FAQ- och hj\u00e4lpfunktion f\u00f6r v\u00e5ra analysverktyg.\nVi utvecklar och levererar egna system f\u00f6r webbanalys och webbplatsunderh\u00e5ll. V\u00e5ra l\u00f6sningar anv\u00e4nds av organisationer som vill f\u00f6rst\u00e5 hur deras webbplatser anv\u00e4nds och arbeta strukturerat med kvalitet, inneh\u00e5ll och f\u00f6rb\u00e4ttringar.\nVi \u00e4r ett f\u00f6retag som satsar p\u00e5 kvalitet, l\u00e5ngsiktighet och teknisk utveckling. V\u00e5ra system utvecklas internt och vi arbetar kontinuerligt med att f\u00f6rb\u00e4ttra, modernisera och bygga nya funktioner.\nNu vill vi komplettera v\u00e5ra analysverktyg med en AI-baserad hj\u00e4lpfunktion d\u00e4r anv\u00e4ndaren kan st\u00e4lla fr\u00e5gor om verktygets funktioner och f\u00e5 relevanta svar baserade p\u00e5 v\u00e5r egen dokumentation och kunskapsbas.\nOm projektet\nM\u00e5let med projektet \u00e4r att implementera en lokal AI-\/RAG-l\u00f6sning som kan anv\u00e4ndas som FAQ och intelligent hj\u00e4lp direkt i v\u00e5ra olika analysverktyg.\nL\u00f6sningen ska kunna s\u00f6ka och h\u00e4mta relevant information fr\u00e5n v\u00e5r egen dokumentation och anv\u00e4nda denna information f\u00f6r att ge anv\u00e4ndaren tydliga och relevanta svar.\nVi kommer att utg\u00e5 fr\u00e5n ett befintligt och etablerat ramverk som redan anv\u00e4nds f\u00f6r liknande l\u00f6sningar. Valet av ramverk \u00e4r \u00e4nnu inte fastst\u00e4llt och du kommer d\u00e4rf\u00f6r \u00e4ven kunna vara delaktig i att utv\u00e4rdera och rekommendera l\u00e4mplig teknisk l\u00f6sning.\nDet kommer att kr\u00e4vas anpassningar av ramverket till v\u00e5r befintliga milj\u00f6, v\u00e5ra system och v\u00e5ra krav p\u00e5 lokal drift.\nL\u00f6sningen kommer att k\u00f6ras i v\u00e5r egen Linux-baserade servermilj\u00f6.\nArbetsuppgifter\nI projektet kommer du bland annat att:\nUtv\u00e4rdera och rekommendera l\u00e4mpligt ramverk f\u00f6r l\u00f6sningen\nInstallera och konfigurera vald AI-\/RAG-l\u00f6sning i v\u00e5r Linux-milj\u00f6\nAnpassa ramverket till v\u00e5r befintliga tekniska milj\u00f6\nArbeta med Python f\u00f6r integrationer och anpassningar\nStrukturera och indexera dokumentation och annat underlag som AI ska anv\u00e4nda\nArbeta med informationsh\u00e4mtning, embeddings och eventuell vektordatabas\nIntegrera FAQ-\/AI-funktionen med v\u00e5ra befintliga analysverktyg\nOptimera l\u00f6sningen avseende kvalitet, relevans och svarstider\nTesta och kvalitetss\u00e4kra l\u00f6sningen\nDokumentera installation, konfiguration och tekniska anpassningar\n\nKvalifikationer\nVi s\u00f6ker dig som har:\nDokumenterad erfarenhet av att utveckla och implementera AI-\/RAG-l\u00f6sningar\nErfarenhet av minst ett liknande projekt som har driftsatts och anv\u00e4nts i en verklig produktionsmilj\u00f6\nGoda kunskaper i Python\nMycket goda kunskaper i Linux\nErfarenhet av installation, konfiguration, fels\u00f6kning och drift i Linux-milj\u00f6\nErfarenhet av att arbeta med befintliga AI-\/RAG-ramverk och anpassa dem till en specifik milj\u00f6\nKunskap om LLM, informationsh\u00e4mtning och embeddings\nF\u00f6rm\u00e5ga att arbeta sj\u00e4lvst\u00e4ndigt och driva ett tekniskt projekt fr\u00e5n l\u00f6sningsval till f\u00e4rdig implementation\nGod f\u00f6rm\u00e5ga att kommunicera p\u00e5 svenska eller engelska\n\nF\u00f6r den h\u00e4r tj\u00e4nsten \u00e4r det viktigt att du tidigare har genomf\u00f6rt liknande arbete i skarpt l\u00e4ge. Erfarenhet enbart fr\u00e5n utbildning, examensarbete eller skolprojekt \u00e4r d\u00e4rf\u00f6r inte tillr\u00e4ckligt.\nMeriterande\nDet \u00e4r meriterande om du har erfarenhet av:\nLokalt driftade eller self-hosted spr\u00e5kmodeller\nVektordatabaser\nOlika RAG-ramverk och m\u00f6jlighet att bed\u00f6ma f\u00f6r- och nackdelar mellan dem\nAPI-integrationer\nDocker eller liknande containerl\u00f6sningar\nPostgreSQL eller andra databaser\nDrift och optimering av lokala LLM\nInformationss\u00e4kerhet och l\u00f6sningar d\u00e4r data ska h\u00e5llas inom den egna infrastrukturen\n\nVem vi s\u00f6ker\nEftersom det h\u00e4r \u00e4r ett avgr\u00e4nsat projekt s\u00f6ker vi dig som snabbt kan s\u00e4tta dig in i en befintlig milj\u00f6 och ta ett stort eget ansvar f\u00f6r l\u00f6sningen.\nDu beh\u00f6ver kunna kombinera praktisk utveckling med probleml\u00f6sning och tekniska v\u00e4gval. Vi v\u00e4rdes\u00e4tter framf\u00f6r allt att du tidigare har byggt n\u00e5got liknande och vet vilka utmaningar som uppst\u00e5r n\u00e4r en AI-l\u00f6sning ska fungera stabilt i en verklig produktionsmilj\u00f6.\nDu beh\u00f6ver allts\u00e5 inte vara forskare inom AI eller utveckla egna spr\u00e5kmodeller. Det viktiga \u00e4r att du har erfarenhet av att anv\u00e4nda, konfigurera, integrera och anpassa befintlig AI-teknik till fungerande l\u00f6sningar.\nVi erbjuder\nEtt tydligt och avgr\u00e4nsat AI-projekt med konkret m\u00e5l\nM\u00f6jlighet att p\u00e5verka val av teknisk l\u00f6sning och arkitektur\nArbete med en AI-funktion som kommer att anv\u00e4ndas i v\u00e5ra befintliga produkter\nN\u00e4ra samarbete med v\u00e5ra utvecklare och personer med god kunskap om produkterna\nEn teknisk milj\u00f6 d\u00e4r vi utvecklar och driver v\u00e5ra egna system\n\nTj\u00e4nsten \u00e4r en kortare projektanst\u00e4llning med fokus p\u00e5 att ta l\u00f6sningen fr\u00e5n val av teknik till fungerande implementation i produktionsmilj\u00f6.","price":null,"currency":"SEK","status":"active","noindex":false,"location":{"address":"Hang\u00f6v\u00e4gen 29","full_address":null,"city":"STOCKHOLM","country":"SE","latitude":59.348763887505,"longitude":18.112429218158},"metadata":{"region":"Stockholms l\u00e4n","duration":"11 dagar - upp till 3 m\u00e5nader","employer":"Vizzit International AB","postcode":"11541","positions":1,"profession":"Fullstack-utvecklare","salary_type":"Fast m\u00e5nads- vecko- eller timl\u00f6n","employer_url":"http:\/\/www.vizzit.se","scope_of_work":"100\u2013100 %","working_hours":"Heltid","employment_type":"Tidsbegr\u00e4nsad anst\u00e4llning","occupation_field":"Data\/IT","employer_workplace":"Vizzit International AB","experience_required":true},"user_id":null,"is_sponsored":false,"views_count":0,"ai_views_count":3,"ai_vendor_counts":{"openai":2,"anthropic":1},"visibility":"public","submission_source":null,"submission_ai_name":null,"has_owner_email":true,"can_contact_owner":true,"phone":null,"owner_email":"ulf.risberg@vizzit.se","images":[],"published_at":"2026-08-17T13:53:40+00:00","expires_at":"2026-10-16T23:59:59+00:00","created_at":"2026-08-18T03:52:19+00:00","updated_at":"2026-08-19T02:46:23+00:00"}}