{"id":15548,"url":"https://alion.io/job/realdevinc-ai-algorithm-engineer","title":"AI Algorithm Engineer","company":{"id":4774,"name":"REAL","domain":"realdevinc.com","url":"https://alion.io/company/realdevinc","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workable","truth_index":null},"role":"AI/ML","role_family":"AI/ML","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":["Tel Aviv, Israel"],"countries":["IL"],"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":"Agentic Workflows","optional":false},{"name":"AI Agents","optional":false},{"name":"Computer Vision","optional":false},{"name":"Context Engineering","optional":false},{"name":"LLM","optional":false},{"name":"NLP","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"TypeScript","optional":false},{"name":"LangChain","optional":true},{"name":"LLM Guardrails","optional":true}],"status":"live","first_seen_at":"2026-06-29T00:00:00Z","employer_posted_date":"2026-06-29","last_verified_at":"2026-10-20T23:34:50Z","board_verified":true,"closed_at":null,"days_open":114,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":113},"description":"REAL is building an AI Execution Platform for real estate organizations. Today, the data required to run real estate is scattered across PDFs, spreadsheets, emails, drawings, public records, and disconnected systems, leading to preventable leakage, missed obligations and lost opportunities to improve performance.\nUsed by leading enterprises, REAL converts this fragmented data into connected intelligence and automated action. With advanced AI, universal ingestion, and modular execution agents, REAL increases operational accuracy, uncovers financial discrepancies, and surfaces opportunities to optimize performance and enhance business outcomes.\nREAL Values\nOwnership: We take responsibility and move decisively.\nClarity: We simplify complexity to deliver meaningful impact.\nAccuracy: Precision matters, in our product and in how we operate.\nVelocity: We work with urgency and intent.\nPartnership: We collaborate closely with our customers and with each other.\nRole Overview\nAs an AI Algorithm Engineer at REAL, you’ll design and implement advanced algorithmic workflows that power our data digestion pipelines and conversational AI agent experience. You will:\nArchitect and build workflows that turn raw, unstructured data (e.g., PDF documents and ultra high-resolution architectural drawings) into meaningful, structured context for downstream analysis.\nCombine techniques from classical NLP, computer vision, unsupervised learning, and graph theory to build robust end-to-end pipelines - not just standard LLM API calls, but intelligent decomposition, structuring, and context engineering.\nDevelop AI agent workflows that let customers explore, query, and reason about their data naturally and reliably.\nBuild strong evaluation infrastructure to benchmark and continuously improve both classical algorithmic components and LLM-based workflows.\nWork primarily in Python, and collaborate across systems and services in TypeScript when needed.\nMove fast from prototype to production, while maintaining correctness, scalability, and measurable quality.\nRequirements\nWhat You’ll Do\nCore Responsibilities\nDesign and implement end-to-end data digestion pipelines for complex unstructured and semi-structured inputs.\nIntegrate classical algorithms with LLM-centric workflows to produce high-quality contextual inputs for reasoning tasks.\nBuild systems for segmentation, structure extraction, semantic decomposition, embedding-based representations, and graph construction.\nDevelop agentic workflows that combine tools, retrieval, and reasoning for interactive customer experiences.\nDesign evaluation suites, datasets, metrics, and regression tests to measure quality, robustness, and performance over time.\nContinuously refine workflows based on customer usage, failure analysis, and measurable improvements.\nWhat We're Looking For\nRequired Qualifications\nMSc (or equivalent experience) in Computer Science, Mathematics, Electrical Engineering, or a related quantitative field.\n5+ years of experience in data science / algorithm development / applied research engineering roles.\nStrong experience building complex algorithmic workflows beyond model calls - including multi-stage pipelines, feature extraction, structure inference, and optimization.\nDeep understanding of LLM digestion concepts: RAG, context engineering, chunking strategies, retrieval and ranking, tool usage patterns, and reliability techniques.\nExperience designing and maintaining evaluation frameworks for both classical algorithms and LLM workflows (offline + online, regression, benchmarking).\nStrong programming skills in Python; familiarity with TypeScript is a plus.\nAbility to thrive in a high-ownership startup environment: ambiguity, speed, responsibility, and continuous learning.\nNice To Have\nFamiliarity with vector databases and scalable retrieval architectures.\nFamiliarity with agent orchestration frameworks (e.g., LangChain) and tool-driven reasoning systems.\nExperience deploying AI workflows into production with monitoring, guardrails, and iteration loops.\nBenefits\nWhy Join REAL\nYou’ll work on problems that don’t have a pre-scripted solution - it’s a privilege to be among the first to tackle them.\nHigh ownership and direct impact on the core product and architecture.\nA fast iteration environment where strong engineers ship meaningful work quickly.\nA chance to grow alongside the AI revolution - adapting, learning, and building what’s next.","description_format":"text","description_chars":4436,"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":["Continuous learning"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["PropTech","Real Estate AI"],"lifecycle":[{"event":"open","at":"2026-01-22T00:00:00Z"}],"visa":[],"liveness":{"score":6,"band":"cold","label":"Long shot","p_open":1,"p_active":0.23,"p_room":0.28,"age_days":113,"expected_fill_days":23,"reasons":["conf:3","win:tail","crowd:"],"computed_at":"2026-10-20T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/realdevinc-ai-algorithm-engineer","json_url":"https://alion.io/job/realdevinc-ai-algorithm-engineer.json","meta":{"generated_at":"2026-10-21T03:07:08Z","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":4638,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-22T00:00:00Z"}},"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":4774},"rest":"https://alion.io/mcp/rest/get_company?id=4774"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Frealdevinc-ai-algorithm-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%2Frealdevinc-ai-algorithm-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%2Frealdevinc-ai-algorithm-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/realdevinc-ai-algorithm-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Frealdevinc-ai-algorithm-engineer"}]}