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Industry Vertical

Media and content technology Careers

Explore 5 career paths in the Media and content technology industry. Compare salaries, AI risk, and future demand to plan your career transition.

5 Roles
8.8 Avg Demand
23% Avg AI Risk
5 Remote-Friendly
AI Engineering Intermediate

AI API Engineer

AI API Engineers design, build, and maintain the integration layer between AI/ML models and production software systems, specializ…

Demand 9.1/10
AI Risk 15%
Salary $105,000-$195,000/yr
RESTful and streaming API design (SSE, WebSockets, gRPC)Prompt engineering and prompt management across multiple LLM providersToken economics - understanding context windows, pricing models, and cost optimization strategiesMulti-provider API orchestration with circuit breakers, retries, and failover logic +8
Remote Requires Coding 6mo
AI Data & Analytics Intermediate

AI Data Ops Specialist

An AI Data Ops Specialist owns the end-to-end data lifecycle that feeds modern AI systems - from ingestion, cleansing, labeling, a…

Demand 8.7/10
AI Risk 20%
Salary $85,000-$165,000/yr
Data pipeline design and orchestration (Airflow, Dagster, Prefect)Python and SQL for data transformation and automationData quality monitoring, validation, and anomaly detectionDataset versioning, lineage tracking, and metadata management +8
Remote Requires Coding 6mo
AI Finance & Investment Intermediate

AI Tokenomics Analyst

An AI Tokenomics Analyst dissects the economic structures underlying AI systems - from per-token API pricing and GPU compute costs…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$185,000/yr
AI token pricing analysis across major providers (OpenAI, Anthropic, Google, Cohere, Mistral)Unit economics modeling for AI-powered products and featuresGPU/TPU cloud compute cost benchmarking (AWS, GCP, Azure, Lambda Labs)Python-based financial data analysis and automation (pandas, numpy, matplotlib) +8
Remote Requires Coding 6mo
AI Operations & Logistics Intermediate

AI Spend Analysis Specialist

An AI Spend Analysis Specialist tracks, forecasts, and optimizes organizational expenditure across AI infrastructure, API usage, m…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$165,000/yr
Cloud cost management across AWS, Azure, and GCPLLM API billing analysis (OpenAI, Anthropic, Cohere token economics)SQL and data modeling for cost data warehousesPython scripting for billing API integration and ETL pipelines +8
Remote Requires Coding 6mo
AI Operations & Logistics Intermediate

AI Project Scheduling Specialist

An AI Project Scheduling Specialist designs, optimizes, and manages the complex timelines, resource dependencies, and delivery cad…

Demand 8.7/10
AI Risk 30%
Salary $78,000-$148,000/yr
AI/ML project lifecycle mapping - understanding the full arc from problem framing through production monitoringCritical path analysis adapted for non-deterministic ML workflowsGPU and compute resource scheduling across shared clusters (AWS, GCP, Azure)Dependency graph modeling for data pipelines, feature stores, and model artifacts +8
Remote Requires Coding 8mo