{"id":107464,"url":"https://alion.io/job/fugro-ai-specialist","title":"AI Specialist","company":{"id":12180,"name":"Fugro","domain":"fugro.com","url":"https://alion.io/company/fugro","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"B","score":80,"open_postings":27,"ghost_share":0,"stale_share":0.815,"repost_share":0,"time_to_fill_p50_days":32,"computed_at":"2026-10-22T06:10:10Z"}},"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":null,"salary_estimate":{"min_usd":49000,"max_usd":119000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":28},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Agentic Workflows","optional":false},{"name":"Agile","optional":false},{"name":"AI Agents","optional":false},{"name":"Anthropic","optional":false},{"name":"AutoGen","optional":false},{"name":"Copilot","optional":false},{"name":"Copilot Studio","optional":false},{"name":"CrewAI","optional":false},{"name":"FastAPI","optional":false},{"name":"Fine-tuning","optional":false},{"name":"Function Calling","optional":false},{"name":"Hugging Face","optional":false},{"name":"ITSM","optional":false},{"name":"LangChain","optional":false},{"name":"LangGraph","optional":false},{"name":"LlamaIndex","optional":false},{"name":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"OpenAI","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false}],"status":"live","first_seen_at":"2026-07-17T00:00:00Z","employer_posted_date":"2026-07-17","last_verified_at":"2026-10-22T00:57:33Z","board_verified":true,"closed_at":null,"days_open":97,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":97},"description":"Job Description\nWho we are\nDo you want to join our Geo-data revolution? Fugro’s global reach and unique know-how will put the world at your fingertips. Our love of exploration and technical expertise help us to provide our clients with invaluable insights. We source and make sense of the most relevant Geo-data for their needs, so they can design, build and operate their assets more safely, sustainably and efficiently. But we’re always looking for new talent to take the next step with us. For bright minds who enjoy meaningful work and want to push our pioneering spirit further. For individuals who can take the initiative but work well within a team.\nJob Summary:\nThe AI Specialist (AI/ML Engineer) builds, deploys and supports AI, machine learning and automation solutions that translate approved designs into production-ready capabilities. The role prototypes rapidly, integrates AI into enterprise systems and owns the full delivery lifecycle (build, test, deploy, monitor), optimising for quality, safety, cost and reliability.\nThis is a 3-year fixed term contract for placement in Singapore, and only open to SG/PR candidates.\nKey Responsibilities:\n1. Solution Development & Deployment\nBuild and deploy machine learning and LLM-powered applications, agentic workflows and automation pipelines.\nDevelop rapid prototypes to validate use cases before full build investment.\nIntegrate AI capabilities into enterprise systems via APIs and middleware.\nConvert validated prototypes into maintainable, production-ready components, services or applications.\nOwn the full development lifecycle for assigned solutions (design, build, test, deploy, monitor).\n2. Machine Learning Engineering & MLOps\nDevelop, test, deploy and support machine learning models for approved business and technical use cases.\nApply MLOps practices including model versioning, experiment tracking, deployment, monitoring and retraining.\nSupport feature engineering, model validation and performance testing using appropriate datasets and metrics.\nMonitor model performance, reliability and drift, escalating risks or improvement needs where required.\nDocument model assumptions, limitations, evaluation results and operational requirements.\n3. LLM & Agentic Engineering\nImplement prompt engineering strategies and orchestration workflows.\nBuild Retrieval-Augmented Generation (RAG) pipelines using enterprise knowledge bases and document stores.\nImplement tool use/function calling and orchestration frameworks as per approved standards.\nEvaluate and benchmark model outputs for accuracy, safety and business relevance.\n4. Automation & Integration\nBuild intelligent automation workflows connecting AI models to enterprise platforms (ERP, CRM, ITSM).\nDevelop APIs and microservices that expose AI capabilities to internal applications.\nImplement monitoring, logging and alerting for deployed AI solutions.\nOptimise solutions for latency, cost and reliability in production environments.\n5. Collaboration & Documentation\nWork with the AI Architect to build within agreed standards and patterns.\nPartner with data engineering on data inputs and evaluation sets.\nSupport enablement sessions with demos and documentation.\nDocument solutions for maintainability and knowledge transfer.\nShare reusable components, lessons learned and technical documentation to support alignment across APAC and wider enterprise teams.\nRequirements:\nEducation: Tertiary institution/ bachelor’s degree (IT, Computer Science, Engineering, Data/AI, or equivalent experience)\nWorking experience: 3-5 years\nExperience in software engineering with at least 2 years focused on AI/ML or LLM application development\nStrong Python proficiency - FastAPI, async programming, data manipulation\nHands-on experience with LLM frameworks: LangChain, LlamaIndex\nExperience building and deploying RAG systems and vector database integrations\nAPI development and enterprise system integration experience\nExperience with agentic frameworks: AutoGen, CrewAI, LangGraph\nFamiliarity with multiple frontier model APIs (OpenAI, Anthropic, Google, open-source via HuggingFace)\nExposure to ML model training, MLOps practices and fine-tuning workflows\nTechnical skills: includes Copilot 365, Copilot Studio, Github Copilot\nManagement experience: 0-1 years\nExposure to collaborative projects and agile delivery.\nAI & IT expertise: Proven experience contributing to AI, data-driven platform, automation or IT transformation initiatives through hands-on technical design, engineering, implementation and support.\nHow to apply:\nPlease include your latest resume in the application.\nWe regret to inform this position is open only to SG/PR\nWe regret to inform that we will only process applications made via our Careers website (and other linked portals) and only shortlisted applicants will be contacted.\nDisclaimer for recruitment agencies:\nFugro does not accept any unsolicited applications from recruitment agencies. Acquisition to Fugro Recruitment or any Fugro employee is not appreciated .","description_format":"text","description_chars":5013,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Marine & Ocean Engineering","Wind Energy","Geological Survey","Engineering Services"],"lifecycle":[{"event":"open","at":"2026-07-17T00:00:00Z"}],"visa":[],"liveness":{"score":10,"band":"cold","label":"Long shot","p_open":1,"p_active":0.363,"p_room":0.28,"age_days":97,"expected_fill_days":32,"reasons":["conf:5","stale_co","velocity","win:tail","crowd:brand"],"computed_at":"2026-10-22T06:10:10Z"},"pay":null,"html_url":"https://alion.io/job/fugro-ai-specialist","json_url":"https://alion.io/job/fugro-ai-specialist.json","meta":{"generated_at":"2026-10-22T23:41:23Z","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":9694,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-23T00:00:00Z"}},"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":12180},"rest":"https://alion.io/mcp/rest/get_company?id=12180"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Ffugro-ai-specialist"},{"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%2Ffugro-ai-specialist"},{"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%2Ffugro-ai-specialist"},{"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/fugro-ai-specialist\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Ffugro-ai-specialist"}]}