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AI Engineer (Professional)

AI / Engineering

Competency profile for a professional AI engineer who builds LLM-powered applications, RAG systems, agents and AI integrations into products.

12kỹ năng SFIA

L3.4Mức TB

L4Mức cao nhất

Strategy and architectureDanh mục chính

Mức độ trách nhiệm SFIA 9 — ý nghĩa từng mức

L1 — Tuân theoL2 — Hỗ trợL3 — Vận dụngL4 — Chủ trìL5 — Đảm bảo / Tư vấnL6 — Khởi tạo / Định hướngL7 — Định chiến lược

Hầu hết kỹ năng trong mẫu này ở mức L3–L4. L3 nghĩa là bạn làm việc độc lập. L4 nghĩa là bạn ra quyết định và hướng dẫn người khác.

Chưa chắc chọn mức nào? Trong quá trình tự đánh giá, mỗi mức sẽ hiện định nghĩa và gợi ý viết bằng chứng theo STAR.

Năng lực Yêu cầu

12 Kỹ năng SFIA cho Vị trí này

On smaller screens, this table scrolls horizontally so you can still read full level guidance.

Mã	Kỹ năng	Danh mục	Mức độ Yêu cầu	Bạn cần chứng minh
EMRG	Emerging technology monitoring Identifying and assessing new and emerging technologies, products, services, methods and techniques.	Strategy and architecture	L4 — Enable	Own decisions in your area, set patterns and guide less experienced colleagues.
AIDE	Artificial intelligence (AI) and data ethics Implementing and promoting ethical practices in the design, development, deployment and use of AI and data technologies.	Strategy and architecture	L4 — Enable	Own decisions in your area, set patterns and guide less experienced colleagues.
SWDN	Software design Architecting and designing software to meet specified requirements, ensuring adherence to established standards and principles.	Development and implementation	L4 — Enable	Own decisions in your area, set patterns and guide less experienced colleagues.
PROG	Programming/software development Developing software components to deliver value to stakeholders.	Development and implementation	L4 — Enable	Own decisions in your area, set patterns and guide less experienced colleagues.
MLNG	Machine learning Developing systems that learn from data and experience, improving performance, accuracy and adaptability in dynamic environments.	Development and implementation	L4 — Enable	Own decisions in your area, set patterns and guide less experienced colleagues.
INOV	Innovation management Identifying, prioritising, incubating and exploiting opportunities provided by information, communication and digital technologies.	Strategy and architecture	L3 — Apply	Work independently on tasks and apply standard methods effectively.
SCTY	Information security Defining and operating a framework of security controls and security management strategies.	Strategy and architecture	L3 — Apply	Work independently on tasks and apply standard methods effectively.
METL	Methods and tools Leads the adoption, management and optimisation of methods and tools, ensuring effective use and alignment with organisational objectives.	Strategy and architecture	L3 — Apply	Work independently on tasks and apply standard methods effectively.
SINT	Systems integration and build Planning, implementing and controlling activities to integrate system elements, subsystems and interfaces to create operational systems, products or services.	Development and implementation	L3 — Apply	Work independently on tasks and apply standard methods effectively.
DENG	Data engineering Designing, building, operationalising, securing and monitoring data pipelines, stores and real-time processing systems for scalable and reliable data management.	Development and implementation	L3 — Apply	Work independently on tasks and apply standard methods effectively.
DEPL	Deployment Transitioning software from development to live usage, managing risks and ensuring it works as intended.	Delivery and operation	L3 — Apply	Work independently on tasks and apply standard methods effectively.
PDSV	Professional development Facilitating the professional development of individuals in line with their career goals and organisational requirements.	People and skills	L3 — Apply	Work independently on tasks and apply standard methods effectively.

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Sẵn sàng xây dựng hồ sơ AI Engineer (Professional)?

Xem lại 12 kỹ năng yêu cầu ở trên, sau đó bắt đầu tự đánh giá. Bạn có thể lưu bản nháp và quay lại bất cứ lúc nào.

① Đánh giá từng kỹ năng L1–L7② Viết bằng chứng (~15 phút)③ Lưu nháp và tiếp tục sau