{"id":2063188,"url":"https://alion.io/job/ces-sdc-ai-engineer","title":"AI Engineer","company":{"id":3802268,"name":"Ces_Sdc","domain":"grc.com.sg","url":"https://alion.io/company/ces-sdc","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"middle","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Singapore"],"countries":["SG"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":5000,"max":7000,"currency":"SGD","period":"month","gross":true,"usd_annual":65616},"salary_estimate":null,"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Machine Learning","optional":false},{"name":"RAG","optional":false},{"name":"Git","optional":true},{"name":"Java","optional":true},{"name":"LangChain","optional":true},{"name":"LlamaIndex","optional":true},{"name":"Python","optional":true},{"name":"PyTorch","optional":true},{"name":"SQL","optional":true},{"name":"TensorFlow","optional":true}],"status":"live","first_seen_at":"2026-10-08T00:00:00Z","employer_posted_date":null,"last_verified_at":"2026-10-08T00:00:00Z","board_verified":false,"closed_at":null,"days_open":7,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":7},"description":"Job Scopes\n1) Model Development & Deployment\nImplement & fine tune Large Language Models for construction drawing component recognition, quantity take off.\n\nDevelop predictive analytics models to forecast project risks, material delivery bottleneck and so on.\n\nBuild and fine-tune Large Language Models (LLMs) or RAG (Retrieval-Augmented Generation) systems to process unstructured data like construction contracts, inspection reports, and safety manuals for instant Q&A and compliance checking.\n\nOptimize models for edge deployment on IoT devices or local servers on-site where internet connectivity is unreliable.\n\n2) Data Engineering & Preparation\nGather data from ERP systems and project management software, and sensor networks.\n\nCleaning, labelling, and transforming large datasets into usable formats for model training\n\n3) Productization & MLOps\nMove models from proof-of-concept to production, ensuring they are scalable, maintainable. Performance monitoring of the production environment.\n\nBuild APIs and microservices to serve model predictions to front-end applications used by Project Managers, Safety Officers, and Quantity Surveyors.\n\n4) Collaboration & Optimization\nCollaborating with digitalisation engineers & end users to refine models for better accuracy, speed, and reliability.\n\nRequirements: (Qualification & Experience)\nRecognized degree in Civil Engineering or Computer Engineering or equivalent Engineering field or any other specialization relating to Construction Management.\n\nMinimum of 3 years' of experience in building and deploying machine learning models in a production environment.\n\nExperience in the AEC (Architecture, Engineering, and Construction) industry is highly desirable but not mandatory if you have a strong portfolio working with AI Models\n\nProgramming: Proficient in Python, Java or similar languages. Strong coding practices in a collaborative environment (Git, code reviews).\n\nML Frameworks: Deep experience with TensorFlow, PyTorch.\n\nGenerative AI: Familiarity with LangChain, LlamaIndex, and vector databases for building RAG applications.\n\nData Processing: Proficiency with SQL and data manipulation libraries.\n\nExperience with BIM (Building Information Modeling) software or IFC file formats.\n\nStay current with the latest research in ConTech (Construction Technology) and apply cutting-edge techniques to improve safety, quality, and efficiency\n\nSkills\nGit, Code collaborator, Construction Management, Computer Engineering, Architecture, Software, Data Processing, PyTorch, Civil Engineering, Java, SQL Development","description_format":"text","description_chars":2570,"description_truncated":false,"requirements":{"experience_years_min":3,"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":["Real Estate"],"lifecycle":[{"event":"open","at":"2026-10-08T02:28:30Z"}],"visa":[],"liveness":{"score":79,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.84,"p_room":0.945,"age_days":7,"expected_fill_days":20,"reasons":["seen:7","win:mid"],"computed_at":"2026-10-15T05:46:00Z"},"pay":{"stated_usd_annual":65616,"is_top_pay":false},"html_url":"https://alion.io/job/ces-sdc-ai-engineer","json_url":"https://alion.io/job/ces-sdc-ai-engineer.json","meta":{"generated_at":"2026-10-15T19:55:41Z","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":30220,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-16T00:00:00Z"}},"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":3802268},"rest":"https://alion.io/mcp/rest/get_company?id=3802268"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fces-sdc-ai-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%2Fces-sdc-ai-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%2Fces-sdc-ai-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/ces-sdc-ai-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fces-sdc-ai-engineer"}]}