{"id":2353020,"url":"https://alion.io/job/constructor-tech-ml-research-intern-in-agentic-runtime-systems","title":"ML Research Intern in Agentic Runtime Systems","company":{"id":1984326,"name":"Constructor Tech","domain":"constructor.tech","url":"https://alion.io/company/constructor-tech","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Greenhouse","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"intern","employment_type":"internship","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Bremen, Germany","Bulgaria"],"countries":["DE","BG"],"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":"KV Cache","optional":false},{"name":"Llama","optional":false},{"name":"LLM","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"Python","optional":false},{"name":"Rust","optional":false}],"status":"live","first_seen_at":"2025-02-21T12:21:40Z","employer_posted_date":"2026-08-18","last_verified_at":"2026-10-12T22:54:06Z","board_verified":true,"closed_at":null,"days_open":598,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":598},"description":"Our mission\nConstructor’s mission is to enable all educational organisations to provide high-quality digital education to 10x people with 10x efficiency. \nWith strong expertise in machine intelligence and data science, Constructor’s all-in-one platform for education and research addresses today’s pressing educational challenges: access inequality, tech clutter, and low engagement of students.\nPlease send your resume in English only.\nInterns are NOT eligible for equipment and other benefits as the position is temporary.\nThe Reality\nThe frontier models are converging into commodities; the engine is no longer the differentiator. The scarcity in 2026 is not the model.\nWe are not looking for people to fine-tune Llama on toy datasets or write \"better prompts.\" We are building the runtime systems that turn probabilistic token generation into reliable workers that finish 50-step tasks without spiraling. We are solving the math of multi-step reliability through engineering, not wishful thinking.\nWhat You Will Solve\nYou will work on the Agentic Harness, treating the LLM as a component within a larger, deterministic control system. Your research will focus on:\nArchitecting loops that survive error accumulation. You will build verification layers that force the agent to recognize its own hallucinations and self-correct.\nYou will implement systems where the agent compiles its own constraints and the harness enforces them via constrained decoding or external execution.\nYou will optimise KV-cache hit rates and design \"restorable compression\" strategies to prevent attention decay.\nWho We Are Looking For\nWe are looking for systems thinkers who happen to know ML, not the other way around.\nYou know that a demo is not a product. You are interested in the \"boring\" engineering: state machines, retries, idempotency, serialisation - that actually makes agents work.\nYou are comfortable working with the raw output of the model and building robust software in Python or Rust around it.\nYou understand why dynamic tool loading destroys inference economics. You prefer deterministic guardrails over \"prompting it to be nicer.\"\nYou are willing to read a 500-line trace of a failed agent loop to find the exact moment the context drifted. You care about the \"last mile\" of reliability.\nWhat We Offer For Interns:\nInternship Duration: from 2 months or more \nType of internship: 100% remote \nor hybridin the office in Bremen (GER), Sofia (BG), Belgrade (SRB), Istanbul (TR), Sakarya (TR), Singapore (SGD) \n\nWhat We Offer\n Choice of work equipment (e.g., laptop, monitor, etc.)\n English classes (iTalki - $130 monthly)\n Flexible schedule (we usually work between 09:00/10:00 and 18:00/19:00)\n Newborn bonus (€500 per child)\n Patent remuneration\n Paid leave\n Remote work in locations without our offices\n Hybrid work in locations with offices (2 days in-office, 3 days remote)\nConstructor fosters equal opportunity for people of all backgrounds and identities. We are led by a gender-balanced board committed to building a diverse and inclusive organisation where everyone can become their best self. We do not discriminate based on age, disability, gender identity, sexual orientation, ethnicity, race, religion or belief, parental and family status, or other protected characteristics. We welcome applications from women, men and non-binary candidates of all ethnicities and socio-economic backgrounds. 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