{"id":2702658,"url":"https://alion.io/job/knightec-group-thesis-hybrid-agentic-workflow-analysis","title":"Thesis: Hybrid agentic workflow analysis","company":{"id":678206,"name":"Knightec Group","domain":"knightecgroup.com","url":"https://alion.io/company/knightecgroup","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Teamtailor","truth_index":{"grade":"C","score":60,"open_postings":24,"ghost_share":0.375,"stale_share":0.083,"repost_share":0.708,"time_to_fill_p50_days":75,"computed_at":"2026-10-31T05:58:55Z"}},"role":"Early Careers","role_family":"Early Careers","seniority":null,"employment_type":"internship","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Sundsvall, 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":"AI Agents","optional":false},{"name":"Anthropic","optional":false},{"name":"ChatGPT","optional":false},{"name":"Claude","optional":false},{"name":"OpenAI","optional":false},{"name":"GitHub","optional":true},{"name":"llama.cpp","optional":true},{"name":"LLM","optional":true},{"name":"LM Studio","optional":true}],"status":"live","first_seen_at":"2026-10-14T10:47:32Z","employer_posted_date":"2026-10-14","last_verified_at":"2026-10-31T03:03:17Z","board_verified":true,"closed_at":null,"days_open":16,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":16},"description":"High Level Description\n Agentic coding is becoming more of a standard in the developer industry. With the usage of AI services such as OpenAI’s ChatGPT and Anthropic’s Claude usage limits are getting tightened.\nModern laptops are getting more capable of running local open-source models and possibility of delegating simpler tasks to save on cloud cost is becoming a desirable solution.\nThis thesis aims to investigate a hybrid solution of local and cloud LLM models working together to both offload cloud capacity but also cloud costs of running larger LLM models.\nProject Description\n In this Thesis, investigate a hybrid approach to agentic development. The investigation should propose a solution in an Agentic harness, eg. OpenCode where a larger LLM can oversee and delegate tasks such as exploring or implementations to smaller local models.\n\nWho are we looking for?\nBachelor/Master of Science in Computer Science/Engineering\n\nGraduation in June 2027\n\nFluency in Swedish, both written and spoken\n\nFluency in English, both written and spoken \n\nPurpose\n In this Thesis, investigate a hybrid approach to agentic development. The investigation should propose a solution in an Agentic harness, eg. OpenCode where a larger LLM can oversee and delegate tasks such as exploring or implementations to smaller local models.\nIn this thesis, investigate these questions:\nIs smaller LLM models capable of handling delegated tasks from larger LLM\n\nWhat hardware requirements would a developer need to run this form of workflow\n\nHow complex is the setup?\n\nDo we need specific agent harness to do this?\n\nDo we need specific system prompts to handle this?\n\nReferences\n\nOpenCode: https://opencode.ai/\n\nNvidia Spark: https://www.nvidia.com/sv-se/products/rtx-spark/\n\nLM Studio: https://lmstudio.ai/\n\nLlama CPP: https://github.com/ggml-org/llama.cpp\nAn Exciting Journey with Knightec Group\n Semcon and Knightec have joined forces as Knightec Group. Together, we are Northern Europe’s leading strategic partner in product and digital service development. With a unique combination of cross-functional expertise and a holistic business understanding, we help our clients realize their strategies - from idea to complete solution.\n\nPractical Information\nThis is a thesis position, located at our office in Sundsvall. Start date January or March 2027.\nPlease submit your application as soon as possible, but no later than 2026-11-30. If you have any questions, you are welcome to contact . Note that due to GDPR, we only accept applications through our careers page.","description_format":"text","description_chars":2576,"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":[{"language":"Swedish","level":"Advanced (C1)","optional":false},{"language":"English","level":"Advanced (C1)","optional":false}]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["IT Consulting & Digital Transformation","Engineering Services"],"lifecycle":[{"event":"open","at":"2026-10-16T11:38:05Z"}],"visa":[],"liveness":{"score":89,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.895,"p_room":1,"age_days":16,"expected_fill_days":75,"reasons":["conf:2","velocity","win:early"],"computed_at":"2026-10-31T05:58:55Z"},"pay":null,"html_url":"https://alion.io/job/knightec-group-thesis-hybrid-agentic-workflow-analysis","json_url":"https://alion.io/job/knightec-group-thesis-hybrid-agentic-workflow-analysis.json","meta":{"generated_at":"2026-10-31T06:56:33Z","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":10247,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-01T00:00:00Z"}},"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":678206},"rest":"https://alion.io/mcp/rest/get_company?id=678206"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fknightec-group-thesis-hybrid-agentic-workflow-analysis"},{"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%2Fknightec-group-thesis-hybrid-agentic-workflow-analysis"},{"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%2Fknightec-group-thesis-hybrid-agentic-workflow-analysis"},{"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/knightec-group-thesis-hybrid-agentic-workflow-analysis\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fknightec-group-thesis-hybrid-agentic-workflow-analysis"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":2702658}},{"tool":"search_jobs","arguments":{"company":"knightecgroup.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":2702658},"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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