{"id":1215172,"url":"https://alion.io/job/ing-group-risk-ai-data-scientist-2","title":"Risk AI Data Scientist","company":{"id":3744,"name":"ING Group","domain":"ing.com","url":"https://alion.io/company/ing","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"A","score":86,"open_postings":91,"ghost_share":0,"stale_share":0.758,"repost_share":0,"time_to_fill_p50_days":17,"computed_at":"2026-09-25T05:45:01Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Amsterdam, Netherlands"],"countries":["NL"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":93000,"max_usd":244000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":15},"experience_years_min":7,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Agentic Workflows","optional":false},{"name":"AI Agents","optional":false},{"name":"Azure DevOps","optional":false},{"name":"Edge AI","optional":false},{"name":"Fine-tuning","optional":false},{"name":"GCP","optional":false},{"name":"LangChain","optional":false},{"name":"LangGraph","optional":false},{"name":"Llama","optional":false},{"name":"NLP","optional":false},{"name":"OCR","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Agile","optional":true},{"name":"Azure","optional":true},{"name":"FAISS","optional":true},{"name":"Git","optional":true},{"name":"Hugging Face","optional":true},{"name":"LlamaIndex","optional":true},{"name":"PEFT","optional":true},{"name":"PyTorch","optional":true},{"name":"Scrum","optional":true},{"name":"SQL","optional":true},{"name":"TensorFlow","optional":true},{"name":"Transformers","optional":true},{"name":"Vertex AI","optional":true}],"status":"live","first_seen_at":"2026-09-25T08:00:33Z","employer_posted_date":"2026-09-25","last_verified_at":"2026-09-25T20:58:55Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"We are looking for a Risk AI Data Scientist to drive the integration of advanced AI capabilities into the bank’s overall risk management (out of which Credit risk model maintenance is one of them).\nIn this role, you operate in the intersection of risk management practices (amongst which credit risk modelling), model lifecycle governance, and advanced AI (LLMs, NLP, Agentic workflows). You will not only build and steer these solutions; you will help design the cognitive layer of the bank’s risk management environment, turning cutting-edge AI into production-ready, compliant solutions.\nThe team\nThe mission of Integrated Risk is focused on providing risk identification, aggregation and insight capabilities at Group level across the various Risk domains. The team department is using those capabilities across the various risk functions, to assume a general oversight of risk governance, policies and frameworks, and to steer group-wide model and implementation activities across locations.\nThe Bank-wide Credit Risk Models department is responsible for the management of Wholesale Banking (WB) IRB and IFRS9 and the Bank-wide Credit Risk Economic Capital models - including their development, monitoring, and advisory support to the business - in cooperation with relevant stakeholders. All the models in scope are groupwide, managed and developed centrally and consistently applied across all ING’s locations.\nRoles and responsibilities\nWhat will you do?\nDevelop custom models by fine-tuning open-weights models (e.g., Llama, Mistral) on GCP GPUs to understand the specific nuances of risk management in wholesale/retail banking, credit policies, and financial risk (exploration, production and scaling).\n\nEvaluate and monitor GenAI systems in this context (e.g. hallucinations, quality, drifting).\n\nArchitect Retrieval-Augmented Generation (RAG) systems to enable interaction with internal policy documents, regulations and other documentation in different formats with high precision.\n\nWork with large-scale unstructured data (documents, PDFs, OCR) as a core part of the role.\n\nDesign and implement agentic AI workflows (e.g. LangChain/LangGraph) where AI components plan, reason, and execute multi-step tasks to support risk managers.\n\nBuild NLP pipelines to extract complex signals (e.g. transaction patterns, legal clauses) from unstructured text and convert them into usable features.\n\nWrite clean, modular Python code in Azure DevOps ensuring models are testable, reproducible, and ready for deployment.\n\nAlign with model suites across different risk domains to understand and create added value in AI-powered lifecycle management.\n\nHow to succeed\nWe hire smart people like you for your potential. Our biggest expectation is that you’ll stay curious. Keep learning. Take on responsibility. In return, we’ll back you to develop into an even more awesome version of yourself.\nEducation & experience\nMaster’s degree in mathematics, economics or equivalent\n\n7+ year experience in risk management (experience with risk modelling is a plus)\n\nCore technical stack\nAdvanced Python, SQL, PyTorch/TensorFlow (SAS is an advantage)\n\nGenAI & data capabilities\nHuggingFace (Transformers, PEFT), LangChain/LlamaIndex, Vector Stores (FAISS/Vertex Search), designing and optimising RAG pipelines\n\nExperience in manipulating and governing structured and unstructured data for risk management purposes\n\nPlatforms & engineering\nGoogle Cloud Platform (Vertex AI, Workbench)\n\nStrong experience with Azure DevOps (Git, Pipelines)\n\nExperience with end-to-end pipelines (data → model → deployment)\n\nWay of working\nExperience working in Agile/Scrum teams\n\nYou understand the “You Build It, You Run It” philosophy\n\nGovernance & mindset\nKnowledgeable on AI (risk) governance\n\nOut-of-the-box, inquisitive, strategic thinking\n\nStrong risk management mindset and technically fully mature credit risk modelling skills\n\nStrong communication skills (internally and externally), with the capability of translating complex matters into simple language\n\n“Make it happen” mentality\n\nRewards and benefits\nWe want to make sure that it’s possible for you to strike the right balance between your career and your private life. Find out more about our employment conditions.\nThe benefits of working with us at ING include:\n25-28 vacation days depending on contract\n\nPension scheme\n\n13th month salary\n\n8% Holiday payment\n\nHybrid working\n\nPersonal growth and challenging work with endless possibilities\n\nAn informal working environment with innovative colleagues\n\nAbout us\nCurious about how ING empowers people and businesses to move forward?\nDiscover what we do and what we can offer you.\nQuestions?\nPlease visit our Frequently Asked Questions section to find some answers on questions you might have. You can also contact the recruiter attached to the advertisement. Want to apply directly? Please upload your CV and motivation letter by clicking the ‘Apply’ button.","description_format":"text","description_chars":4938,"description_truncated":false,"requirements":{"experience_years_min":7,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"master","optional":false},"security_clearance":false,"languages":[]},"benefits":["Hybrid work"],"hiring_locations":[{"name":"Netherlands","iso":"NL","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Commercial & Retail Banks","Investment Banking & M&A Advisory"],"lifecycle":[{"event":"open","at":"2026-09-25T08:00:33Z"}],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":0,"expected_fill_days":17,"reasons":["conf:6","win:early","comp:brand"],"computed_at":"2026-09-26T03:33:40Z"},"pay":null,"html_url":"https://alion.io/job/ing-group-risk-ai-data-scientist-2","json_url":"https://alion.io/job/ing-group-risk-ai-data-scientist-2.json","meta":{"generated_at":"2026-09-26T03:33:40Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","usage":{"tier":"crawler","counted_by":"address","units_charged":1,"used_today":3797,"day_limit":5000,"remaining_today":1203,"minute_limit":60,"resets_at":"2026-09-27T00:00:00Z"}}}