CSA-CF Cloud System Foundation
Foundation credential for cloud system learners.
FOUNDATION · 36 months
USD 149.00
View certificationCertification System
CSA core certifications and AI industry role credentials now have public detail pages, exam outlines, related courses, certificate samples and application entries.
CSA Core
Core certification paths
Foundation, engineer, architect, security, teacher and partner institution credentials.
CSA-CE Cloud System Engineer
Engineer credential for deployment, operations and automation.
ENGINEER · 36 months
USD 249.00
View certificationCSA-CA Cloud System Architect
Architect credential for system design and governance.
ARCHITECT · 36 months
USD 349.00
View certificationCSA-CS Cloud Security Specialist
Security credential for cloud risk and controls.
SPECIALIST · 36 months
USD 299.00
View certificationCSA-CT Cloud System Certified Teacher
Teacher credential for CSA-approved instruction.
TEACHER · 36 months
USD 199.00
View certificationCSA-CP Cloud System Partner Institution
Institution credential for approved education partners.
PARTNER · 36 months
USD 499.00
View certificationAI Industry
AI industry role certifications
Each AI industry role has its own credential page, assessment scope and application entry.
AI Scientist / Chief Scientist
Top-tier PhD with strong mathematical foundations; track record of top-conference papers and patents; sets technical strategy and drives foundational AI breakthroughs.
View certificationAI-LLM Algorithm / Training Engineer
Proficient in PyTorch/TensorFlow; distributed training, Mixture-of-Experts (MoE), RLHF, and CUDA kernel-level optimization.
View certificationAI-Machine Learning Research Scientist
Publishes peer-reviewed papers and files patents; focuses on theoretical innovation rather than applied engineering.
View certificationAI-Multimodal Algorithm Engineer
Builds cross-modal models, such as CLIP-style architectures, that fuse image, text and speech understanding.
View certificationAI-Computer Vision Engineer
Object detection, image segmentation, pose estimation and 3D reconstruction; OpenCV and PyTorch Vision.
View certificationAI-NLP Engineer
Language modeling and text processing; Hugging Face ecosystem; embeddings and vector-based retrieval.
View certificationAI-Machine Learning Engineer / AI Engineer
Python, ML frameworks, SQL/NoSQL, feature engineering; MLOps fundamentals including CI/CD, Docker, Kubernetes and cloud platforms.
View certificationAI-LLM Application Development Engineer
Full-stack delivery with Vue/React/Next.js, FastAPI/Flask/Django, vector databases, RAG pipelines, LangChain/LlamaIndex and inference optimization.
View certificationAI-MLOps / LLMOps Engineer
Kubernetes, Docker, CI/CD pipelines; model versioning with MLflow, A/B testing frameworks and feature stores.
View certificationAI Deployment / Edge Deployment Engineer
Docker/Kubernetes containerization; lightweight on-premise and edge-device model deployment for offline-capable systems.
View certificationAI-Generative AI Infrastructure Engineer
Designs and maintains high-performance computing clusters for foundation-model training; GPU allocation, memory bandwidth and inference latency optimization.
View certificationAI Test / QA Engineer
Automated test-case generation, model evaluation metrics and red-teaming for AI systems.
View certificationAI-Prompt Engineer
Prompting frameworks such as CRISP and RACE, chain-of-thought and few-shot techniques; working knowledge of GPT, Claude, Gemini and domain-specific prompting.
View certificationAI Trainer / Data Annotator
Feeds and labels training data, tunes prompts and reviews model outputs; no specific academic background required.
View certificationAI Agent Developer / Architect
Understands agentic systems versus single-model API applications; production-grade agent deployment and multi-agent workflow orchestration.
View certificationAI-Fine-Tuning Engineer
Lightweight fine-tuning techniques such as LoRA and DeepSpeed to adapt foundation models to specific tasks.
View certificationAI-AIGC Content Creator / Technical Artist
Proficiency with Stable Diffusion, Blender and similar tools; virtual-human design and motion-capture pipelines.
View certificationAI Product Manager
Understands model capability boundaries, training pipelines and evaluation methods; judges which tasks are AI-suited.
View certificationAI-Industry Solutions Architect
Deep familiarity with industry-specific core systems such as manufacturing MES or healthcare HIS plus hands-on project delivery experience.
View certificationAI-Industry + AI Specialist
Combines domain experience in areas such as healthcare, finance or manufacturing with applied AI tool fluency to solve real business problems.
View certificationAI Solutions Consultant
Broad knowledge of LLMs, MLOps and computer vision; typically 8+ years of experience; advisory-oriented client-facing role.
View certificationAI Security Engineer
Defends against adversarial attacks, prompt injection and model poisoning; builds guardrails around deployed models.
View certificationAI-Algorithm Auditor
Proficient with confusion matrices and other evaluation tools; detects and helps correct algorithmic bias.
View certificationAI Ethics / Governance Officer
Legal, policy or ethics background; understands regulatory frameworks such as the EU AI Act; conducts bias audits, compliance review and explainability analysis.
View certificationAI-Embodied AI / Humanoid Robotics Engineer
Industrial and service robots; visual perception, motion control and decision optimization; combined hardware and software skill set.
View certificationAI-Autonomous Driving Algorithm Engineer
Multimodal perception, path planning and decision-making algorithms for self-driving systems.
View certificationAI-Data Center Operations Engineer
Server, network and storage hardware installation and troubleshooting; Windows Server and Linux administration; 24/7 shift rotation; low/high-voltage electrical work certificate often preferred.
View certificationAI-IT Infrastructure Engineer
Installation, configuration and troubleshooting of servers, switches, routers and firewalls; virtualization with VMware/KVM; data center power, precision cooling and fire-suppression systems.
View certificationAI-GPU Cluster / Compute Platform Operations Engineer
Design and operation of high-performance GPU clusters and AI/cloud platform architecture; network topology planning and hardware fault diagnosis.
View certificationAI Platform Operations Engineer
Operating AI platforms on dedicated hardware; writing deployment runbooks; continuous improvement of inspection routines; standardized issue troubleshooting.
View certificationAI-Cloud-Native / Container Operations Engineer
Kubernetes cluster management with Operators and service mesh, Helm packaging and GPU server tuning; typically manages 50+ node clusters.
View certificationAI-AIOps Engineer
Prometheus + Thanos monitoring stack; applying machine learning to operations, including LSTM-based forecasting, anomaly detection and log clustering.
View certificationAI Operations Development Engineer
Docker/Kubernetes operations, monitoring and alerting; Nginx/Keepalived maintenance and tuning; Shell/Python scripting for automation.
View certificationAI-Industrial Robot Commissioning Engineer
On-site installation, commissioning and program optimization for industrial robots and automation equipment; teach-programming, path planning, fixture integration and signal coordination.
View certificationAI-Service Robot Commissioning / Maintenance Engineer
Field commissioning and maintenance of service robots; service-robot commissioning and maintenance responsibilities aligned with national occupational standards.
View certificationAI-Robot Field Installation / After-Sales Engineer
On-site installation, commissioning and repair of robotic equipment; after-sales technical support and customer issue resolution.
View certificationAI-Machine Vision / 3D Vision Commissioning Engineer
On-site installation and commissioning of robot and 3D vision systems; background in image processing, automation, mechanical or electrical engineering.
View certificationAI-Humanoid Robot Hardware Commissioning Engineer
Hardware performance testing and fault diagnosis using debugging equipment and test instruments; working knowledge of C/C++, ROS and Linux.
View certificationAI-IoT Implementation Engineer
On-site hardware installation and hardware/software system commissioning for IoT project deployments.
View certificationAI-IoT Operations Engineer
Operations and maintenance of IoT hardware terminals and the associated software platform.
View certificationAI-Smart Terminal Development Engineer
Hardware/software development for smart terminal devices and end-to-end project delivery.
View certificationAI-Embedded Hardware / Systems Engineer
Embedded hardware and software design; circuit and interface design for ARM/MCU platforms; RTOS driver development; optimization for low power and limited memory.
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