{"id":1233005,"url":"https://alion.io/job/singtel-director-ai-data-enterprise-architecture","title":"Director, AI, Data & Enterprise Architecture","company":{"id":49912,"name":"Singtel","domain":"singtel.com","url":"https://alion.io/company/singtel","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"SuccessFactors","truth_index":{"grade":"A","score":100,"open_postings":5,"ghost_share":0,"stale_share":0.2,"repost_share":0,"time_to_fill_p50_days":18,"computed_at":"2026-10-21T05:46:15Z"}},"role":"Leadership","role_family":"Leadership","seniority":"head","employment_type":null,"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":91000,"max_usd":179000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":23},"experience_years_min":10,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"A/B Testing","optional":false},{"name":"Amazon Kinesis","optional":false},{"name":"Anomaly Detection","optional":false},{"name":"Apache Kafka","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"CI/CD","optional":false},{"name":"ETL/ELT","optional":false},{"name":"Feature Store","optional":false},{"name":"GCP","optional":false},{"name":"Hallucination","optional":false},{"name":"Kubernetes","optional":false},{"name":"LLM","optional":false},{"name":"LLM Evaluation","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"LLMOps","optional":false},{"name":"Machine Learning","optional":false},{"name":"RAG","optional":false}],"status":"live","first_seen_at":"2026-09-09T16:00:00Z","employer_posted_date":"2026-09-09","last_verified_at":"2026-10-20T22:03:48Z","board_verified":true,"closed_at":null,"days_open":42,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":42},"description":"An empowering career at Singtel begins with a Hello. Our purpose, to Empower Every Generation, connects people to the possibilities they need to excel. Every \"hello\" at Singtel opens doors to new initiatives, growth, and BIG possibilities that takes your career to new heights. So, when you say hello to us, you are really empowered to say…“Hello BIG Possibilities”.\nBe a Part of Something BIG!\nThe Senior AI Data and Enterprise Architect/Director is responsible for designing and governing the enterprise-wide architecture that enables trusted data, scalable analytics, and production-grade AI-including machine learning and generative AI- across the organization.\nThis role aligns business strategy, operating models, and technology platforms to deliver secure, compliant, and cost-effective solutions.\nYou will define target-state architectures, reference patterns, and roadmaps across data platforms, AI/ML lifecycle (MLOps/LLMOps), integration, security, and governance. You will partner with business leaders, product teams, engineering, security, and risk/compliance to ensure AI and data solutions are reliable, explainable, and aligned to enterprise standards.\nMake An Impact By\nEnterprise Architecture & Strategy\nLead end-to-end architecture for enterprise data and AI capabilities aligned to business strategy and measurable outcomes.\nProduce target-state architectures, current-state assessments, and multiyear roadmaps spanning platforms, applications, integration, and operating model.\nDefine and maintain reference architectures, standards, and guardrails for data, analytics, AI/ML, GenAI, and integration patterns.\nFacilitate architecture governance: design reviews, standards enforcement, exception handling, and technical decision records.\nModern Data Architecture\nArchitect scalable data solutions (e.g., Lakehouse/data warehouse, streaming/event ingestion, semantic/metrics layer).\nEstablish data modelling standards (conceptual/logical/physical), including domain-oriented data products and/or data mesh patterns as appropriate.\nDesign enterprise-grade metadata management, lineage, Catalog, data quality, MDM, and privacy controls.\nCreate patterns for real-time/near-real-time analytics, including event-driven architectures and streaming (e.g., Kafka/Kinesis/Pub Sub).\nAI/ML & Generative AI Architecture\nDefine architecture for the full AI lifecycle: experimentation, training, deployment, monitoring, and continuous improvement.\nDesign MLOps/LLMOps frameworks for reproducibility, CI/CD, feature stores, model registries, drift monitoring, and automated evaluation.\nArchitect GenAI solutions (where relevant): RAG, vector search, orchestration, prompt/version management, safety filters, and model evaluation.\nEstablish patterns for model governance: approvals, auditability, explainability, bias testing, and model risk controls.\nData Science & Applied ML\nTranslate business problems into ML solutions (classification, ranking, nextbest- action, anomaly detection, forecasting, summarization).\nPerform feature engineering for streaming and batch contexts (rolling metrics, aggregations, stateful features).\nTrain, evaluate, and tune models; define KPIs and acceptance criteria (latency, precision/recall, lift, business impact).\nDevelop and iterate on LLM and agent approaches:\nPrompting and structured context design\nEvaluation harnesses (offline + online)\nGuardrails, grounding, and hallucination reduction\nDesign experimentation frameworks (A/B tests, shadow mode, canaries) and model monitoring strategies (drift, bias, stability).\nIntegration & Platform Architecture\nDefine integration patterns across enterprise systems (APIs, events, ETL/ELT, iPaaS) to enable reliable data and AI workflows.\nCollaborate with application and infrastructure architects to align data/AI platforms with enterprise principles (observability, resiliency, cost controls).\nInfluence vendor selection and platform decisions; evaluate trade-offs across cloud services, open-source tooling, and commercial platforms.\nLeadership & Collaboration\nAct as a trusted advisor to executives and senior stakeholders-translating business goals into technical architecture and investment strategy.\nMentor architects and engineering teams; drive architecture consistency and capability maturity across the organization.\nLead cross-functional workshops (capability mapping, domain modelling, solution design, risk reviews).\nSkills for Success\nBachelor’s degree in computer science, Engineering, Information Systems, or related field (Master’s preferred or equivalent experience).\n10-12+ years of experience in enterprise architecture, data architecture, and/or platform architecture.\nProven experience designing and implementing modern data platforms (Lakehouse/warehouse, ingestion, transformation, governance).\nStrong understanding of AI/ML deployment architectures, including MLOps concepts (CI/CD, monitoring, reproducibility, model registry).\nExperience with cloud platforms (AWS/Azure/GCP) and cloud-native architecture (containers, Kubernetes, serverless, IaC).\nStrong grasp of security, privacy, and governance principles for data and AI systems.\nAbility to communicate complex architecture to technical and non-technical audiences and drive alignment across teams.\nRewards that Go Beyond\nFlexible work arrangements\nFull suite of health and wellness benefits \nOngoing training and development programs \nInternal mobility opportunities\nAre you ready to say hello to BIG Possibilities?\nTake the leap with Singtel to unlock new opportunities and accelerate your growth. Apply now and start your empowering career!\nWe are committed to a safe and healthy environment for our employees & customers and will require all prospective employees to be fully vaccinated.","description_format":"text","description_chars":5759,"description_truncated":false,"requirements":{"experience_years_min":10,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":true},"security_clearance":false,"languages":[]},"benefits":["Flexible schedule"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Telecommunications","Broadband"],"lifecycle":[{"event":"open","at":"2026-09-25T15:27:07Z"}],"visa":[],"liveness":{"score":20,"band":"cold","label":"Long shot","p_open":1,"p_active":0.703,"p_room":0.28,"age_days":41,"expected_fill_days":18,"reasons":["conf:7","velocity","win:tail","crowd:brand"],"computed_at":"2026-10-21T05:46:15Z"},"pay":null,"html_url":"https://alion.io/job/singtel-director-ai-data-enterprise-architecture","json_url":"https://alion.io/job/singtel-director-ai-data-enterprise-architecture.json","meta":{"generated_at":"2026-10-22T00:22:46Z","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":513,"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":49912},"rest":"https://alion.io/mcp/rest/get_company?id=49912"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fsingtel-director-ai-data-enterprise-architecture"},{"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%2Fsingtel-director-ai-data-enterprise-architecture"},{"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%2Fsingtel-director-ai-data-enterprise-architecture"},{"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/singtel-director-ai-data-enterprise-architecture\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fsingtel-director-ai-data-enterprise-architecture"}]}