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Industry Vertical

Cloud Computing and Infrastructure Careers

Explore 6 career paths in the Cloud Computing and Infrastructure industry. Compare salaries, AI risk, and future demand to plan your career transition.

6 Roles
9.0 Avg Demand
19% Avg AI Risk
6 Remote-Friendly
AI Engineering Advanced

AI Code Generation Engineer

An AI Code Generation Engineer designs, builds, and optimizes systems that automatically produce, transform, and evaluate source c…

Demand 9.0/10
AI Risk 20%
Salary $115,000-$210,000/yr
LLM API integration and orchestration (OpenAI, Anthropic, AWS Bedrock, Azure OpenAI)Advanced prompt engineering: few-shot, chain-of-thought, self-reflection, and structured outputRetrieval-Augmented Generation (RAG) for grounding code in proprietary repositoriesFine-tuning and adapting open-source code models (LoRA, QLoRA, full fine-tune) +8
AI Product & Strategy Advanced

AI Partnership Development Manager

An AI Partnership Development Manager architects and manages strategic relationships between an organization and the broader AI ec…

Demand 9.0/10
AI Risk 15%
Salary $125,000-$210,000/yr
AI ecosystem mapping - ability to catalog, categorize, and continuously track foundation model providers, orchestration frameworks, vector databases, MLOps platforms, and emerging AI-native startupsTechnical due diligence - evaluating model quality, API reliability, latency, token economics, safety guardrails, and fine-tuning capabilities of potential partnersStrategic partnership structuring - designing partnership agreements that cover API access tiers, revenue sharing, co-development IP ownership, exclusivity windows, and go-to-market commitmentsContract negotiation and procurement - navigating MSA, DPA, SLA, and data processing agreements with AI vendors, including indemnification and liability clauses unique to generative AI +8
AI Education & Training Advanced

AI Certification Program Designer

An AI Certification Program Designer architects industry-recognized credentialing frameworks that validate AI competencies - from …

Demand 9.0/10
AI Risk 20%
Salary $95,000-$185,000/yr
Competency framework design and job-task analysis (JTA) methodologyInstructional systems design (ADDIE, SAM, backward design models)AI/ML technical literacy spanning supervised learning, NLP, generative AI, MLOps, and responsible AIAssessment and psychometric design including item response theory and exam blueprinting +8