{"id":1921852,"url":"https://alion.io/job/ericsson-master-thesis-ai-driven-rf-production-test-intelligence","title":"Master Thesis: AI-Driven RF Production Test Intelligence","company":{"id":56456,"name":"Ericsson","domain":"ericsson.com","url":"https://alion.io/company/ericsson","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Eightfold","truth_index":{"grade":"B","score":79,"open_postings":77,"ghost_share":0,"stale_share":0.844,"repost_share":0,"time_to_fill_p50_days":31,"computed_at":"2026-10-12T06:55:09Z"}},"role":"Hardware","role_family":"Hardware","seniority":null,"employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Lund, 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":"Anomaly Detection","optional":false},{"name":"Explainable AI","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false}],"status":"live","first_seen_at":"2026-09-08T06:18:38Z","employer_posted_date":"2026-10-05","last_verified_at":"2026-10-12T13:49:06Z","board_verified":true,"closed_at":null,"days_open":34,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":34},"description":"Join our Team\nAbout this opportunity\nThis master-thesis will explore how AI and machine learning can transform large-scale RF production test data into actionable engineering insights. By correlating RF performance metrics with more factors, it aims to detect anomalies, support RCA, flag quality risks, and identify opportunities to optimize test coverage and time - helping engineers resolve issues faster and get higher quality products.\nWhat you will do\nThis Master Thesis investigates the application of Artificial Intelligence and Machine Learning techniques on RF production test data from Ericsson radio products. You will have the opportunity to explore multiple aspects of data-driven production intelligence and define areas of focus together with supervisors.\nPossible areas of investigation include, but are not limited to:\nProduction Data Understanding and Feature Engineering\nAnalyze large-scale RF production test datasets.\nIdentify key RF performance indicators and manufacturing parameters.\nDevelop methods for data cleansing, normalization, and feature extraction.\n AI-Based Anomaly Detection\nInvestigate machine learning approaches for detecting abnormal test behavior.\nIdentify outlier devices and unusual production trends.\nCompare conventional statistical methods with modern AI techniques.\nRoot Cause Analysis Support\nCorrelate RF test results with manufacturing information, component lots, test stations, environmental conditions, and other available factors.\nExplore how AI can assist engineers in narrowing down potential root causes.\nDevelop explainable analysis methods to improve engineering confidence.\nProduction Quality Risk Prediction\nInvestigate predictive models for identifying potential quality risks before products leave manufacturing.\nStudy early indicators of future failures or yield degradation.\nEvaluate model performance using historical production data.\nTest Coverage Optimization\nAnalyze relationships between different production test steps.\nIdentify redundant measurements and opportunities to streamline testing.\nEvaluate potential reductions in test time while maintaining product quality and fault coverage.\nData Visualization and Engineering Insights\nDevelop intuitive visualizations and dashboards for production data exploration.\nPresent AI-generated insights in a way that supports engineering decision-making.\nInvestigate techniques for explainable AI within a production environment.\nProof-of-Concept Implementation\nBuild and evaluate a proof-of-concept AI solution using real production data.\nDemonstrate the ability to detect anomalies, provide engineering insights, and support production optimization activities.\nAssess deployment opportunities and future industrial applications.\nThe skills you bring\nKnowledge in Computer Science, Electrical Engineering, or a related field.\nKnowledge of data visualization and statistical analysis.\nFamiliarity with RF systems, wireless communication, electronics, or manufacturing processes.\nExperience in at least one programming language (Python not mandatory).\nEagerness to learn and explore new concepts.\nBonus: experience in machine learning.\nWhy join Ericsson? At Ericsson, you´ll have an outstanding opportunity. The chance to use your skills and imagination to push the boundaries of what´s possible. To build solutions never seen before to some of the world’s toughest problems. You´ll be challenged, but you won’t be alone. You´ll be joining a team of diverse innovators, all driven to go beyond the status quo to craft what comes next.\nWhat happens once you apply?Click Here to find all you need to know about what our typical hiring process looks like.Encouraging a diverse and inclusive organization is core to our values at Ericsson, that's why we champion it in everything we do. We truly believe that by collaborating with people with different experiences we drive innovation, which is essential for our future growth. We encourage people from all backgrounds to apply and realize their full potential as part of our Ericsson team. Ericsson is proud to be an Equal Opportunity Employer. learn more.\nPrimary country and city: Sweden (SE) || Lund\nReq ID: 790711","description_format":"text","description_chars":4177,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Mobile Networks","Telecom Infrastructure","Network Equipment"],"lifecycle":[{"event":"open","at":"2026-10-05T18:18:56Z"}],"visa":[],"liveness":{"score":22,"band":"cold","label":"Long shot","p_open":1,"p_active":0.407,"p_room":0.55,"age_days":34,"expected_fill_days":31,"reasons":["conf:0","stale_co","velocity","win:tail","comp:brand"],"computed_at":"2026-10-12T06:55:09Z"},"pay":null,"html_url":"https://alion.io/job/ericsson-master-thesis-ai-driven-rf-production-test-intelligence","json_url":"https://alion.io/job/ericsson-master-thesis-ai-driven-rf-production-test-intelligence.json","meta":{"generated_at":"2026-10-12T18:18:03Z","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":29505,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-13T00:00:00Z"}},"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":56456},"rest":"https://alion.io/mcp/rest/get_company?id=56456"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fericsson-master-thesis-ai-driven-rf-production-test-intelligence"},{"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%2Fericsson-master-thesis-ai-driven-rf-production-test-intelligence"},{"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%2Fericsson-master-thesis-ai-driven-rf-production-test-intelligence"},{"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/ericsson-master-thesis-ai-driven-rf-production-test-intelligence\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fericsson-master-thesis-ai-driven-rf-production-test-intelligence"}]}