{"id":2288897,"url":"https://alion.io/job/framna-thesis-topic-generative-ui-in-native-apps","title":"Thesis topic: Generative UI in Native Apps","company":{"id":2212,"name":"Framna","domain":"framna.com","url":"https://alion.io/company/framna","size_band":"501-1000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Teamtailor","truth_index":{"grade":"B","score":80,"open_postings":8,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":6,"computed_at":"2026-10-13T05:45:00Z"}},"role":"Early Careers","role_family":"Early Careers","seniority":null,"employment_type":"contractor","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Stockholm, Sweden"],"countries":["SE"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AWS","optional":true}],"status":"live","first_seen_at":"2026-08-28T11:39:36Z","employer_posted_date":"2026-08-28","last_verified_at":"2026-10-12T14:24:13Z","board_verified":true,"closed_at":null,"days_open":45,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":45},"description":"Are you a final-year master’s student looking for a thesis project that blends real-world impact with cutting-edge tech?\nAt Framna, we are passionate about creating digital products that shape markets and make everyday life better - and we want you to be part of it.\nEvery year, we welcome a group of master’s students into our Stockholm studio to spend their final semester with us. You will sit alongside our developers, designers, testers, analysts, and product delivery leads, get a place to sit in our cozy office, and join our social and learning activities - from lunch-and-learns to our weekly Friday demos and AWs. It is a chance to do your thesis in a collaborative setting, surrounded by people who are happy to share what they know.\nBackground\nGenerative UI is when a large language model assembles an app's interface at runtime, rather than a developer hardcoding it. As apps take on more open-ended requests, a fixed set of screens covers less of what users ask for. Protocols for letting a model decide what to render are starting to emerge.\nBut giving a model control over what gets rendered raises hard questions: how much freedom the model should have, what happens when its output is invalid, inconsistent, or misleading, and what the approach costs in latency, reliability, and safety.\nIn this thesis project, you will implement the same native app feature under several different model-to-interface contracts, ranging from tightly constrained to fully generative, and empirically compare how each performs across dimensions that matter in real products.\nWhat you will do\nSome potential tasks within this thesis include:\nImplementing a native app feature under three types of model-to-interface contracts\n\nEvaluating each approach on schema validity rate, component appropriateness, consistency across repeated requests, and latency to first render\n\nMeasuring token cost per rendered screen and assessing design system conformance and visual drift\n\nIdentifying failure modes and testing graceful degradation when model output is invalid\n\nInvestigating safety risks, including whether generated interfaces can be steered toward misleading or harmful outputs\n\nProducing a taxonomy of failure modes and architectural guidance for where on the constrained-to-open spectrum a given feature belongs\n\nWho you are\nThis thesis may suit you if you:\nAre interested in mobile development, design systems, or AI systems\n\nAre curious about the architectural and product implications of AI-generated interfaces\n\nEnjoy building prototypes and designing structured empirical comparisons\n\nPlan to start your master's thesis project in January 2027\n\nHave the opportunity to work from our Stockholm studio\n\nAbout Framna\nFramna means ‘to bring forward’ in Old Norse. And that is exactly what we do. We partner with industry leaders (and those about to be) to create excellent digital products that define markets, reshape industries, and deliver meaningful impact.\nBorn from the union of digital agencies Bontouch, Move, and Shape, Framna emerged from a strong, product-led culture. Today, over 600 of us collaborate across ten studios in Denmark, the Netherlands, Poland, Sweden, Switzerland, and the US.\nEvery day, millions of users around the world rely on the products we help shape. From seamless payments to daily commutes, from better health management to smarter shopping. Our work supports more than €150 million in daily transactions and consistently earns an average App Store rating of 4.5.\nTogether with some of the world’s most ambitious brands, including Essity, SJ, Swish, and SEB, we craft products that lead markets and push boundaries. Because when products win, businesses win. We call it Win by product.\nOur hiring process\nPsychometric assessment - personality and logic test\n\nInterview with our recruiter\n\nCase assignment\n\nCase interview\n\nDo you want to meet the team in person? Join us on September 17th for our Master's Thesis Evening! You will hear more about our upcoming thesis topics, meet the team behind our projects, and get a feel for how we work at the intersection of creativity and technology. Sign up here!","description_format":"text","description_chars":4141,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"master","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Commerce","LLM & Generative AI","Mobile App Development Services","Digital Goods"],"lifecycle":[{"event":"open","at":"2026-10-11T16:58:19Z"}],"visa":[],"liveness":{"score":5,"band":"cold","label":"Long shot","p_open":1,"p_active":0.154,"p_room":0.35,"age_days":45,"expected_fill_days":6,"reasons":["conf:15","win:tail"],"computed_at":"2026-10-13T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/framna-thesis-topic-generative-ui-in-native-apps","json_url":"https://alion.io/job/framna-thesis-topic-generative-ui-in-native-apps.json","meta":{"generated_at":"2026-10-13T11:31:07Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":17793,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-14T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":2212},"rest":"https://alion.io/mcp/rest/get_company?id=2212"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fframna-thesis-topic-generative-ui-in-native-apps"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fframna-thesis-topic-generative-ui-in-native-apps"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fframna-thesis-topic-generative-ui-in-native-apps"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/framna-thesis-topic-generative-ui-in-native-apps\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fframna-thesis-topic-generative-ui-in-native-apps"}]}