AI代理培训师和经理

Agent Trainers & Managers Introduction The S100K+ OpportunityHiding in Plain Sight "We think there's gonna be the rise of this role called the agent trainer,and we think there'll be a whole body of work around training.'- Nicholas Holland, Head of AI, SvP Product, Hubspot While most professionals are still figuring out ChatGPT basics, two new career paths are quietlyemerging with serious money attached: the Agent Trainer and Agent Manager. The numbers: : AI job postings surged 68% between Q4 2022 and Q4 2024: Job postings for AI trainers increased by over 150% in the past two yearsin tech-heavy industries exceed $100,000 The best part? AI trainers do not need a computer science degree; many come from fields likelinguistics, psychology, or communications. Why These Roles Are Emerging According to Venture capitalist Tomasz Tunguz: "lf 2025 is the year of agents, then 2026 will surelybelong to agent managers.' roles to manage "intelligence embedded in software." The search for agent managers has takenover the once-popular prompt engineering roles. Microsoft's 2024 study ranked Prompt Engineersecond-to-last among new roles companies plan to add. The gold rush for AI managers andtrainers is emerging. What You'll Learn We'll show you how to position yourself for roles that don't exist on most org charts yet! You'll get the specific skills companies are hiring for, where to focus your efforts, and how totransition before everyone else figures it out. The window is open. Let's get you positioned! Chapter 1 The Two RolesThat will Define Al's Future Agent Trainer: The Al Whisperer 2.0 What they actually do: The core responsibility of an AI Trainer is to bridge the gap between raw AI outputs andreal-world expectations. This isn't about writing clever prompts; it's about continuoustraining and refinement of AI agent behavior over time. Real job evidence: Large tech firms like Meta, Netflix, and Amazon have listed roles for developing andsupervising AI agents. Netflix and Meta have posted high-payingljobs for AI ProductManagers, while positions for agent trainers and managers are reported in many recentlistings. Beyond tech giants, several listings on Upwork seek AI agent developers andconsultants to build AI agents and automation workflows. Why it's what companies are looking for: More companies are restructuring to allow for "agent bosses" (managers in charge of teamsof both human and AI entities), requiring new blends of AI proficiency and traditionalleadership. These roles directly impact the quality and behavior of deployed AI systems,making them essential as enterprises scale their AI operations beyond basic chatbotsto complex agent workflows Agent Manager: The Digital Workforce Supervisor What they actually do: Agent managers oversee several agents at once, carefully specify tasks, and reviewoutcomes. According to Nicholas Holland, Head of AI at HubSpot, "customers now want tosee customer agent in the drop-down with all of their other reps." This represents the futuredashboards, tracked for resolution time and other key metrics. The emerging reality: Venture investors predict that as companies deploy many agents, "agents managedperperson may become the new productivity metric," as revenue per employee is today. The real hiring is happening now: Leading technology companies, including Meta, Netflix, Amazon, Google, Microsoft, andOpenAI, have recently listed roles related to developing and supervising AI agents. Morecompanies are restructuring to have managers oversee both human and AI entities. Why Traditional Al Roles Are Dead Ends The prompt engineer collapse In a Microsoft-commissioned 2024 study of employers' hiring plans, Prompt Engineer rankedsecond-to-last among new roles that companies considered adding in the next 12-18months. Additionally, with the latest models of Claude and ChatGPT, users don't need to relyas heavily on prompts as they did before. Now they just need to have a quick conversation,and the model does a pretty good job of understanding what the user wants. Indeed's datareflects a similar story: job_postings for prompt engineers have become "minimal" The evolution: Instead of manually tweaking prompts, an Agent Trainer continuously trains and refines anAI agent's behavior over time. Agent Managers fill a very different role from the earlyprompt engineers: they are part project manager and part AI operator, ensuring a team ofAI agents functions effectively in a business process. Industries Leading the Charge Customer service According to a 2024 Zendesk cX Trends report, approximately 37% of businesses already usechatbots for frontline support, and 67% of consumers now expect chatbots to have the sameexpertise as human agents. Behind that performance level, humans are constantly trainingand tuning the AI. Saas companies Tech and software companies (especially Software-as-a-Service vendors) naturally rank first- they not only build AI products but also in