{"id":679282,"url":"https://alion.io/job/cpaxtra-senior-machine-learning-engineer-i-finance","title":"Senior Machine Learning Engineer I (Finance)","company":{"id":678227,"name":"CP Axtra","domain":"cpaxtra.com","url":"https://alion.io/company/cpaxtra","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workable","truth_index":{"grade":"A","score":95,"open_postings":31,"ghost_share":0,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":120,"computed_at":"2026-10-20T05:45:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Bangkok, Thailand"],"countries":["TH"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":18500,"max_usd":47000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":2216},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Azure","optional":false},{"name":"ChatGPT","optional":false},{"name":"CI/CD","optional":false},{"name":"Docker","optional":false},{"name":"Embeddings","optional":false},{"name":"ETL/ELT","optional":false},{"name":"Kubernetes","optional":false},{"name":"LLM","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"Machine Learning","optional":false},{"name":"OpenAI","optional":false},{"name":"Prefect","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false}],"status":"live","first_seen_at":"2026-06-22T00:00:00Z","employer_posted_date":"2026-06-22","last_verified_at":"2026-10-20T10:09:28Z","board_verified":true,"closed_at":null,"days_open":120,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":120},"description":"The Senior Machine Learning Engineer I sits in the Finance Transformation team in IT at CP Axtra, building and operating AI/LLM-powered features that automate and augment finance processes across Makro and Lotus's. The role requires strong engineering fundamentals, hands-on experience deploying AI features into production, and the ability to work with Finance and cross-functional teams. It does not focus on developing custom ML models, but deep technical proficiency and system-level thinking are essential.\nResponsibilities:\nAI and LLM Evaluation\nEvaluate large language models and AI services for accuracy, reliability, safety, latency, and business suitability on finance use cases.\nDesign structured evaluation frameworks, test cases, and benchmarking methodologies.\nConduct prompt testing, retrieval validation, and failure-mode analysis.\nImplement quality guardrails, safety filters, and monitoring for LLM applications handling sensitive financial data.\nSystem and Backend Development\nBuild and maintain backend services and APIs that integrate LLMs or AI workflows with finance systems such as Oracle Fusion.\nArchitect scalable systems supporting chat interfaces, retrieval pipelines, classification tools, or finance workflow automation.\nImplement solid software engineering practices: testing, versioning, error handling, observability, and performance optimization.\nEnsure robust integration with internal systems, data services, and production infrastructure.\nAI Application Engineering\nWork on features powered by LLMs such as RAG systems, finance copilots, document intelligence for invoices/contracts, and intelligent automation.\nImplement embeddings, document retrieval layers, vector search, caching, and fallback logic.\nCollaborate with platform teams on deployment, API management, and resource optimization.\nOperations and Reliability\nMonitor AI features in production and proactively address model drift, latency issues, and failure patterns.\nMaintain evaluation logs, experiment results, and version control for AI workflows.\nWork with DevOps to manage CI/CD pipelines, container deployment, and runtime environments.\nCollaboration and Delivery\nPartner with product owners, Finance teams, and engineering teams to convert requirements into reliable AI solutions.\nProvide technical guidance on feasibility, architecture choices, and operational trade-offs.\nProduce clear documentation on workflows, system design, evaluation methods, and application behavior.\nRequirements\n1. 5 to 8 years of experience in software engineering, ML engineering, or AI engineering.\n2. Strong proficiency in Python and experience designing production-grade backend services.\n3. Proven experience deploying AI or LLM-based applications into production environments.\n4. Solid understanding of system design, distributed systems, APIs, and microservices.\n5. Experience with LLM tooling such as Azure OpenAI, ChatGPT, or similar platforms.\n6. Hands-on experience with vector databases, embeddings, or retrieval-based architectures.\n7. Strong problem-solving skills and the ability to evaluate AI model behavior systematically.\n8. Experience with Docker, Kubernetes, CI/CD pipelines, and cloud environments.\nPreferred\n1. Experience building or maintaining RAG systems, chat systems, or AI automation workflows.\n2. Familiarity with observability tools (logging, tracing, monitoring) in production environments.\n3. Experience working with Airflow, Prefect, or orchestration frameworks.\n4. Knowledge of data pipelines, ETL workflows, or integration with ERP systems such as Oracle Fusion.\n5. Domain knowledge in finance, retail, loyalty, process automation, or enterprise systems.\nBenefits\nInternational workplace\nOpportunities for growth in e-commerce, wholesales, and retail industry\nCompetitive benefits\nFast-paced, dynamic, and supportive environment","description_format":"text","description_chars":3851,"description_truncated":false,"requirements":{"experience_years_min":null,"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":["Retail & Shop Systems","Wholesale"],"lifecycle":[{"event":"open","at":"2026-09-10T23:17:44Z"}],"visa":[],"liveness":{"score":33,"band":"fade","label":"Fading","p_open":1,"p_active":0.75,"p_room":0.44,"age_days":120,"expected_fill_days":120,"reasons":["conf:0","velocity","win:tail","crowd:"],"computed_at":"2026-10-20T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/cpaxtra-senior-machine-learning-engineer-i-finance","json_url":"https://alion.io/job/cpaxtra-senior-machine-learning-engineer-i-finance.json","meta":{"generated_at":"2026-10-20T10:52:19Z","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":11883,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-21T00:00:00Z"}},"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":678227},"rest":"https://alion.io/mcp/rest/get_company?id=678227"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fcpaxtra-senior-machine-learning-engineer-i-finance"},{"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%2Fcpaxtra-senior-machine-learning-engineer-i-finance"},{"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%2Fcpaxtra-senior-machine-learning-engineer-i-finance"},{"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/cpaxtra-senior-machine-learning-engineer-i-finance\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fcpaxtra-senior-machine-learning-engineer-i-finance"}]}