Data Scientist (AI Factory Experience)
Engineering Data Analyst ML Data Science AI/ML Data Analysis
Mức lương
Khu vực
Phúc lợi
Thưởng chỉ tiêu
Cấp laptop
Đánh giá lương hàng năm
Phúc lợi khác
Bảo hiểm full lương
Thời gian làm việc linh hoạt
Cho phép làm tại nhà
Tổng quan về công việc và trách nhiệm
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.
Kỹ năng và kinh nghiệm tối thiểu
- 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
Tại sao ứng viên nên làm ở đây
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.
Ưu tiên có kỹ năng và kinh nghiệm
- Familiarity with Dataiku DSS or similar low-code AI factory platforms. - Experience with workflow automation (Power Automate, UiPath, n8n).
Báo cáo cho
Head of Finance Transformation / FP&A Lead
Quá trình phỏng vấn
Take-home test -> 1-2 round of interviews with Hiring Manager
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