Engineering Data Analyst Data Science AI/ML Data Analysis ML
Key Responsibilities - Design and deploy AI/ML pipelines to automate finance processes (close, reconciliation, forecasting, tax analytics). - Develop agentic AI systems (multi-agent workflows with CrewAI, AutoGen, LangGraph, or similar). - Integrate AI solutions with enterprise platforms (ERP, BI tools, Dataiku, Google Vertex AI, Azure OpenAI). - Build supervised/unsupervised ML models (forecasting, anomaly detection, fraud/risk analysis). - Fine-tune LLMs on finance datasets with strict compliance and governance controls. - Implement monitoring, retraining, and performance management frameworks for models. - Translate finance workflows into measurable AI use-cases with ROI (e.g., >20% time savings, >30% accuracy uplift). - Deliver pilots in <90 days and scale to enterprise level within 6–12 months. - Work closely with process owners to ensure adoption and governance. - Ensure AI solutions meet audit, data privacy, and regulatory requirements. - Build explainability and traceability into deployed models.
- 4–7 years in data science / ML engineering with proven production deployments. - Exposure to finance/accounting processes (forecasting, close, compliance, treasury). - Hands-on experience with AI factory models: modular design, reusable components, orchestration frameworks. - Previous work in a shared services or multinational finance organization. - Proficient in Python (pandas, scikit-learn, PyTorch/TensorFlow), SQL, APIs. - Experience with agentic AI frameworks: CrewAI, AutoGen, LangChain, LangGraph, or similar. - Cloud deployment skills: Google Vertex AI, Azure ML, AWS Sagemaker, or equivalent. - Strong track record in delivering business productivity projects with measurable ROI. - Fluent English skills
ST Engineering is one of Asia's largest defense and engineering groups. It has also diversified over the years, and now supplies both military customers and commercial ones in over 100 countries, which cover its four core businesses -- aerospace, land systems, electronics and marine. - Meal allowance & transportation allowance - Laptop - 100% salary from probation - Training from probation - Free learning of all courses on LinkedIn e-learning - Private insurance for employees from probation - SHUI is paid on total Gross Base salary - Annual performance review - Annual salary review - Lots of periodic company gatherings and events.
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Cho mình hỏi Dự án/ Lĩnh vực sẽ phát triển nếu ứng viên làm việc tại vị trí này
Hi NA, the project will depend on the client as well as the assignments from STE. The main domain will be the AI Factory platform.
Kinh nghiệm với AI Factory platform có phải bắt buộc không ạ
Hi VA, AI factory platform experience is nice to have.
Hi, cho mình hỏi job này là fulltime hay hybrid ạ?
This job does not support hybrid working, candidate must work fulltime onsite.
Mức lương Min-Max cho vị trí này là bao nhiêu
Hi Quang, the salary range is open for negotiation as this is an urgent position.