{"id":1682304,"url":"https://alion.io/job/ericsson-master-thesis-ai-guided-power-estimation-and-rtl-optimization","title":"Master Thesis: AI-Guided Power Estimation and RTL Optimization","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":82,"open_postings":88,"ghost_share":0,"stale_share":0.739,"repost_share":0,"time_to_fill_p50_days":32,"computed_at":"2026-10-14T06:34:16Z"}},"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":"Human-in-the-Loop","optional":false},{"name":"Machine Learning","optional":false},{"name":"SystemVerilog","optional":false},{"name":"Verilog","optional":false}],"status":"live","first_seen_at":"2026-09-22T10:02:42Z","employer_posted_date":"2026-10-01","last_verified_at":"2026-10-14T20:29:48Z","board_verified":true,"closed_at":null,"days_open":22,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":22},"description":"Join our Team\nAbout this opportunity\n\nAre you a university student looking for an opportunity to apply your studies to a challenging real-world research problem? Join Ericsson in Lund for a Master’s thesis exploring how artificial intelligence can support engineers in reducing power consumption at the RTL level.\nWhat you will do\n\nPower consumption is strongly influenced by RTL decisions related to switching activity, clocking, data movement, and memory access. You will investigate an AI-assisted, human-in-the-loop workflow that analyzes RTL, activity data, and power reports to identify power hotspots and suggest potential RTL optimizations. The work will focus on front-end and RTL power estimation.\nLearn about and help define representative use cases for RTL power estimation.\nEstablish a baseline power-estimation flow with guidance from the thesis supervisors.\nAnalyze switching, gate, and memory activity together with power reports.\nExplore how AI can identify power hotspots and propose RTL-level optimizations.\nImplement and validate selected alternatives through simulation, synthesis, and power estimation.\nCompare the results for dynamic power, area, timing, functional correctness, and engineering effort.\nDocument your methodology, experiments, results, and conclusions clearly.\nThe skills you bring\n\nKnowledge in digital hardware design, computer architecture, electronics, embedded systems or a related field.\nBasic knowledge of Verilog or SystemVerilog; experience from university assignments or personal projects is welcome.\nInterest in artificial intelligence, machine learning, or AI-assisted engineering workflows.\nEagerness to learn and explore new concepts.\nAbility to analyze data, communicate findings, and document work clearly.\nA structured and self-motivated approach to academic project work.","description_format":"text","description_chars":1828,"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":["Mobile Networks","Telecom Infrastructure","Network Equipment"],"lifecycle":[{"event":"open","at":"2026-10-02T09:47:27Z"}],"visa":[],"liveness":{"score":42,"band":"fade","label":"Fading","p_open":1,"p_active":0.467,"p_room":0.9,"age_days":21,"expected_fill_days":32,"reasons":["conf:1","stale_co","velocity","win:mid","comp:brand"],"computed_at":"2026-10-14T06:34:16Z"},"pay":null,"html_url":"https://alion.io/job/ericsson-master-thesis-ai-guided-power-estimation-and-rtl-optimization","json_url":"https://alion.io/job/ericsson-master-thesis-ai-guided-power-estimation-and-rtl-optimization.json","meta":{"generated_at":"2026-10-14T21:06:07Z","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":28251,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-15T00:00:00Z"}},"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-guided-power-estimation-and-rtl-optimization"},{"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-guided-power-estimation-and-rtl-optimization"},{"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-guided-power-estimation-and-rtl-optimization"},{"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-guided-power-estimation-and-rtl-optimization\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fericsson-master-thesis-ai-guided-power-estimation-and-rtl-optimization"}]}