{"id":23063,"url":"https://alion.io/job/gbg-machine-learning-engineer-4023","title":"Machine Learning Engineer","company":{"id":6441,"name":"GBG","domain":"gbg.com","url":"https://alion.io/company/gbg","size_band":"201-500","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workable","truth_index":{"grade":"A","score":93,"open_postings":10,"ghost_share":0,"stale_share":0.1,"repost_share":0,"time_to_fill_p50_days":70,"computed_at":"2026-10-16T05:45:00Z"}},"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":"explicit","locations":["Kuala Lumpur, Malaysia"],"countries":["MY"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"A/B Testing","optional":false},{"name":"Amazon SageMaker","optional":false},{"name":"Anomaly Detection","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"CI/CD","optional":false},{"name":"Docker","optional":false},{"name":"Feature Store","optional":false},{"name":"GCP","optional":false},{"name":"Kubernetes","optional":false},{"name":"Machine Learning","optional":false},{"name":"MLFlow","optional":false},{"name":"Python","optional":false},{"name":"Vertex AI","optional":false}],"status":"live","first_seen_at":"2026-09-25T00:00:00Z","employer_posted_date":"2026-09-25","last_verified_at":"2026-10-16T19:49:03Z","board_verified":true,"closed_at":null,"days_open":21,"trust":{"level":"ok","repost_count":1,"flags":[],"days_open":21},"description":"Enabling safe and rewarding digital lives for genuine people, everywhere\nWe make it our mission to ensure more genuine people have digital access to opportunities, and businesses have access to more genuine people. Our technology draws on diverse and reliable data to create a single point of truth for identity and address verification.\nWith over 30 years of experience behind us our team and technology are focused on enabling safe and rewarding digital lives for everyone. Regardless of age, location or background, genuine people everywhere should be able to digitally prove who they are and where they live.\nAbout the team and role\nGlobal Fraud Solutions\nThe team provides decision support solutions to address business objectives in risk prevention and fraud detection. We deliver software solutions and offer client support using our expertise and a client-focused approach.\nMachine Learning Engineer\nWorking closely with Software Engineering, Product and Data Scientist teams, the Machine Learning Engineer will advance ML capabilities within the GFS fraud detection platforms. You will work on the delivery of the ML roadmap and building robust MLOps pipelines. You will apply your expertise in machine learning to real-world fraud detection challenges faced by banking and fintech customers globally.\nWhat you will do\nDesign, develop, and deploy machine learning models for fraud and AML detection, supporting both batch and real-time transaction scoring scenarios.\nBuild and maintain MLOps pipelines covering model training, validation, deployment, monitoring, and retraining workflows using modern tooling (e.g. MLflow, Tecton, or equivalent feature stores).\nCollaborate with data engineers to design feature engineering pipelines and maintain the Predator feature dictionary and sync mechanisms.\nOptimise model performance to meet strict latency and TPS targets required for real-time fraud decisioning.\nConduct model validation, A/B testing, permutation importance analysis, and champion/challenger evaluations to ensure model quality.\nWork with the Architecture Review Committee (ARC) to align ML platform choices with the overall modernization architecture.\nStay current with advances in fraud detection ML - including graph-based models, anomaly detection, and generative AI applications - and propose relevant adoptions.\nMentor junior team members and contribute to knowledge sharing across squads.\nRequirements\nSkills we’re looking for\n3+ years building and deploying production ML systems in Python.\nWorking knowledge of cloud-native ML platforms (AWS SageMaker, Azure ML, GCP Vertex AI) and containerisation (Docker, Kubernetes).\nHands-on experience with CI/CD for ML pipelines.\nExperience with fraud detection and AML models.\nEligible to work in Malaysia.","description_format":"text","description_chars":2777,"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":[{"name":"Malaysia","iso":"MY","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Fraud Detection","Identity Management","Data Providers & Datasets"],"lifecycle":[{"event":"open","at":"2026-05-29T00:00:00Z"},{"event":"close","at":"2026-09-10T11:35:03Z"},{"event":"reopen","at":"2026-09-25T10:23:01Z"}],"visa":[],"liveness":{"score":89,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.89,"p_room":1,"age_days":21,"expected_fill_days":70,"reasons":["conf:3","velocity","win:early"],"computed_at":"2026-10-16T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/gbg-machine-learning-engineer-4023","json_url":"https://alion.io/job/gbg-machine-learning-engineer-4023.json","meta":{"generated_at":"2026-10-16T22:25:08Z","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":4018,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-17T00:00:00Z"}},"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":6441},"rest":"https://alion.io/mcp/rest/get_company?id=6441"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fgbg-machine-learning-engineer-4023"},{"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%2Fgbg-machine-learning-engineer-4023"},{"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%2Fgbg-machine-learning-engineer-4023"},{"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/gbg-machine-learning-engineer-4023\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fgbg-machine-learning-engineer-4023"}]}