{"id":3310517,"url":"https://alion.io/job/axis-communications-thesis-power-consumption-data-collection-and-visualization-for-network-devices","title":"Thesis – Power Consumption Data Collection and Visualization for Network Devices","company":{"id":4200,"name":"Axis Communications","domain":"axis.com","url":"https://alion.io/company/axis-communications","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"A","score":90,"open_postings":13,"ghost_share":0,"stale_share":0.308,"repost_share":0.154,"time_to_fill_p50_days":25,"computed_at":"2026-10-30T05:48:23Z"}},"role":"Field & Service","role_family":"Field & Service","seniority":null,"employment_type":"full_time","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":{"min_usd":22000,"max_usd":56000,"period":"year","method":null,"sample_n":35458},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Intercom","optional":false},{"name":"Linux","optional":false},{"name":"Superset","optional":false}],"status":"live","first_seen_at":"2026-10-26T00:00:00Z","employer_posted_date":"2026-10-26","last_verified_at":"2026-10-30T15:35:09Z","board_verified":true,"closed_at":null,"days_open":4,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":4},"description":"Job Title\nThesis - Power Consumption Data Collection and Visualization for Network DevicesJob Description\nCategory\nSoftware Engineering, Embedded Systems, Test Automation\nScope\n1-2 students completing a Master or Bachelor thesis\nBackground\nUnderstanding the power consumption of network devices is important for developing energy-efficient products. Making this data available during automated regression testing and product development helps engineers evaluate design choices, detect unexpected changes, and track energy efficiency over time.\nAlthough power measurement hardware provides the measurements, collecting and using the data across development and test environments can require manual effort. A solution that is easy to connect, configure, and integrate into existing workflows would make power consumption a more accessible metric throughout product development.\nGoal\nInvestigate, design, and implement a solution that makes power consumption data easily accessible during automated regression tests and product development.\nThe solution should address the following areas:\nData collection: Read PoE measurement data from the power measurement board through a serial interface.\nData access: Provide a simple, well-defined interface for automated tests and development tools.\nEasy setup: Minimize physical connections and configuration steps, in the test environment.\nStorage and visualization: Make the data easy to integrate with existing data collection systems, enabling visualization and analysis in tools such as Apache Superset.\nWho are you?\nMaster or Bachelor student in Computer Engineering, Electrical Engineering, System Development, or a related field. Knowledge in embedded Linux, serial communication, data engineering, or visualization is beneficial.\nOK, I am interested! What do I do now?\nYou are valuable to us - how nice that you are interested in one of our proposals! There are a few things for you to keep in mind when applying.\nApplications are accepted in both Swedish and English, and you apply via the proposal advert.\nThe announced thesis is open only to students affiliated with a Swedish University/College either directly or via an exchange program.\nWhen the thesis proposal states that it includes two students working together, we would like you to apply in pairs. In these cases, send one application each but make sure to clearly state in your application who your co-applicant is. If you have any questions regarding this, please do not hesitate to contact us.\nPlease attach your CV and University/College grade summary.\nWho to contact for any questions regarding the position!\nFor more information, contact Marcus Sandell or Erik Nielsen at , .\nType of Employment\nThesis Worker (Fixed Term)Posting End Date\n2026-11-09Certain roles at Axis require background checks, which means applicable verifications will be done in these recruitments. Notice will be provided before we take any action.\nAbout Axis Communications\nWe enable a smarter and safer world by creating innovative solutions for improving security and business performance. As a network technology company and industry leader, we offer solutions in video surveillance, access control, intercom, and audio systems, enhanced by intelligent analytics applications.\nWith around 6,000 committed employees in over 50 countries, we collaborate with partners worldwide. Together, we thrive in our friendly, open, and collaborative culture and inspire each other to think beyond the expected. United by our commitment to inclusion, diversity, and sustainability, we consistently seek to develop our skills and way of working.\nLet´s create a smarter and safer world\nFor more information about Axis, please visit our website www.axis.com.\nListen to Axis Communications Playlist","description_format":"text","description_chars":3817,"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":["Video Surveillance","Access Control & Alarm Systems"],"lifecycle":[{"event":"open","at":"2026-10-27T03:08:12Z"}],"visa":[],"liveness":{"score":89,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.893,"p_room":1,"age_days":4,"expected_fill_days":25,"reasons":["conf:0","velocity","win:early","comp:brand"],"computed_at":"2026-10-30T05:48:23Z"},"pay":null,"html_url":"https://alion.io/job/axis-communications-thesis-power-consumption-data-collection-and-visualization-for-network-devices","json_url":"https://alion.io/job/axis-communications-thesis-power-consumption-data-collection-and-visualization-for-network-devices.json","meta":{"generated_at":"2026-10-30T19:28:21Z","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":8857,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-31T00:00:00Z"}},"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":4200},"rest":"https://alion.io/mcp/rest/get_company?id=4200"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Faxis-communications-thesis-power-consumption-data-collection-and-visualization-for-network-devices"},{"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%2Faxis-communications-thesis-power-consumption-data-collection-and-visualization-for-network-devices"},{"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%2Faxis-communications-thesis-power-consumption-data-collection-and-visualization-for-network-devices"},{"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/axis-communications-thesis-power-consumption-data-collection-and-visualization-for-network-devices\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Faxis-communications-thesis-power-consumption-data-collection-and-visualization-for-network-devices"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3310517}},{"tool":"search_jobs","arguments":{"company":"axis.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3310517},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. 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