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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 Tool Builder

An AI Tool Builder designs, develops, and ships the developer-facing frameworks, SDKs, platforms, and infrastructure that power th…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$250,000/yr
Python and TypeScript/JavaScript advanced proficiency for SDK and framework developmentAPI and SDK design: ergonomic interfaces, versioning, backward compatibility, and deprecation strategyLLM application architecture: prompt engineering, RAG pipelines, agent frameworks, and tool-use patternsDeveloper experience (DX) design: documentation, tutorials, error messages, and onboarding flows +8
Remote Requires Coding 12mo
AI Legal & Compliance Advanced

AI Sanctions Compliance Analyst

AI Sanctions Compliance Analysts ensure that the development, deployment, and cross-border transfer of AI systems, models, and com…

Demand 9.2/10
AI Risk 25%
Salary $95,000-$185,000/yr
International sanctions regime interpretation (OFAC SDN, EU Consolidated List, UN Security Council)US Export Administration Regulations (EAR) and dual-use technology classificationAI system architecture literacy-understanding model weights, training data provenance, inference pipelinesAutomated sanctions screening and entity resolution using AI/ML tools +8
Remote Requires Coding 8mo
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
Remote Requires Coding 9mo
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
Remote Requires Coding 9mo
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
Remote Requires Coding 9mo