{"id":889592,"url":"https://alion.io/job/meraki-labs-applied-ml-engineer","title":"Applied ML Engineer","company":{"id":1312,"name":"Meraki Labs","domain":"merakilabs.com","url":"https://alion.io/company/meraki-labs","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":true,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":null,"work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"inferred","locations":[],"countries":[],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"Computer Use","optional":false},{"name":"Fine-tuning","optional":false},{"name":"LLM","optional":false},{"name":"Multimodal AI","optional":false},{"name":"Reinforcement Learning","optional":false}],"status":"live","first_seen_at":"2026-09-14T06:08:54Z","employer_posted_date":null,"last_verified_at":"2026-09-14T06:08:54Z","board_verified":false,"closed_at":null,"days_open":51,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":51},"description":"We're building agentic AI systems that can reason, act, and operate reliably in messy, real-world environments, across chat, voice, and full computer-use interfaces. As an Applied ML Engineer, you'll help build the core intelligence powering these systems: reasoning, planning, grounding, memory, evaluation, and reliability. This is a deeply technical, high-ownership role. You'll work directly with founders, shape the technical direction, and ship systems that are used in real-world, high-stakes environments.\nResponsibilities:\nDesign and implement reasoning and planning systems for real production workflows.\nBuild robust tool orchestration, grounding, and execution frameworks.\nDevelop memory, context, and state management for long-horizon tasks.\nCreate evaluation systems that measure correctness, reliability, and performance.\nWork across chat, voice, and UI-based agents to make them coordinated and dependable.\nTranslate research ideas into production systems.\nPartner closely with founders and customers to iterate quickly and ship.\nHelp define engineering culture, standards, and early technical direction.\nRequirements:\n5+ years of software engineering experience.\n2+ years building and shipping LLM or agentic systems in production.\nExperience with evals, memory, retrieval, and grounding architectures.\nComfort operating in ambiguous, open-ended problem spaces.\nStrong bias toward building reliable, measurable, testable systems.\nProduct intuition; you care about real users and real outcomes.\nClear communication and strong collaboration skills.\nBonus:\nExperience with fine-tuning or reinforcement learning.\nExperience building multimodal agents (voice, computer use).\nExperience in healthcare or other regulated environments.","description_format":"text","description_chars":1744,"description_truncated":false,"requirements":{"experience_years_min":5,"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":["Angel Networks & Startup Accelerators"],"lifecycle":[{"event":"open","at":"2026-09-14T06:08:54Z"}],"visa":[],"liveness":{"score":14,"band":"cold","label":"Long shot","p_open":0.4,"p_active":0.659,"p_room":0.55,"age_days":51,"expected_fill_days":36,"reasons":["seen:51","velocity","win:tail"],"computed_at":"2026-11-04T06:34:25Z"},"pay":null,"html_url":"https://alion.io/job/meraki-labs-applied-ml-engineer","json_url":"https://alion.io/job/meraki-labs-applied-ml-engineer.json","meta":{"generated_at":"2026-11-04T11:04:37Z","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":16416,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-05T00:00:00Z"}},"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":1312},"rest":"https://alion.io/mcp/rest/get_company?id=1312"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fmeraki-labs-applied-ml-engineer"},{"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%2Fmeraki-labs-applied-ml-engineer"},{"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%2Fmeraki-labs-applied-ml-engineer"},{"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/meraki-labs-applied-ml-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fmeraki-labs-applied-ml-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":889592}},{"tool":"search_jobs","arguments":{"company":"merakilabs.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":889592},"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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