企业培训师ATS优化清单：让您的简历通过筛选软件，赢得面试机会

企业培训师ATS优化清单：让您的简历通过筛选软件，赢得面试机会

美国劳工统计局预测到2034年，培训和发展专家每年将有43,900个职位空缺，就业增长率为11%——几乎是全国所有职业平均水平的三倍。然而，每个在线职位发布平均吸引超过250名申请人，只有四到六名候选人收到面试邀请。对于在美国组织2025年仅培训方面就投入1,028亿美元的领域中竞争的企业培训师而言，获得面试与消失在数字黑洞之间的区别，往往取决于您的简历在人类招聘人员阅读之前与ATS（申请人追踪系统）的沟通效果。

本指南详细解析ATS软件如何评估企业培训师简历、哪些关键词触发相关性匹配，以及如何构建简历的每个章节以最大化机器可读性和人类影响力。

ATS系统如何处理企业培训师简历

ATS——如Workday、Greenhouse、Lever、iCIMS和Taleo等平台——在您的简历到达时执行三个核心功能：解析、关键词匹配和评分。

解析是第一步。ATS从您上传的文档中提取文本，并将其分类到结构化字段中：联系信息、工作经历、教育背景、技能和认证。这是格式很重要的地方。表格、文本框、页眉和页脚以及多栏布局可能导致解析器打乱您的内容，将职位名称放在教育下面或将认证放在雇主名称下面。一位在文本框中列出"Certified Professional in Talent Development (CPTD)"的企业培训师可能发现该认证对解析器完全不可见。

关键词匹配紧随解析之后。招聘人员或招聘经理使用从职位描述中提取的必需和优选资格来配置ATS。系统扫描您解析后的内容以寻找精确或近似匹配。如果发布要求"instructional design"而您的简历写的是"curriculum development"但没有同时包含"instructional design"，您就会失去该匹配——即使技能有重大重叠。ATS软件不像人类读者那样理解同义词。

评分和排名是最后一步。大多数企业ATS平台根据关键词密度、时近性和匹配质量为每个申请分配相关性分数。然后招聘人员按分数排序，从顶部开始审阅。根据Select Software Reviews的数据，97%的财富500强公司使用ATS，92%的招聘人员手动审阅申请，但使用过滤器来优先确定他们首先看到哪些简历。目标不是"打败"ATS——而是确保您的简历在排名列表中接近顶部，这样招聘人员才会实际打开它。

对于企业培训师而言，ATS筛选带来了独特的挑战。培训角色跨越多个学科——教学设计、引导、技术、合规、组织发展——而职位描述经常对相同的能力使用不同的术语。一个发布可能要求"training needs analysis"，而另一个则要求"learning gap assessment"。您的简历必须考虑到这种词汇变化，同时不沦为关键词堆砌——现代ATS平台会检测并惩罚这种做法。

企业培训师简历的必备关键词和短语

以下关键词来自对各行业真实企业培训师职位发布的分析。将它们组织到简历中的自然、上下文使用中，而不是在一个区块中列出。

核心培训和发展技能

• Instructional design
• Curriculum development
• Training needs analysis (TNA)
• Learning and development (L&D)
• Adult learning principles (andragogy)
• ADDIE model (Analysis, Design, Development, Implementation, Evaluation)
• Kirkpatrick evaluation model
• Blended learning
• Instructor-led training (ILT)
• Virtual instructor-led training (vILT)
• E-learning development
• Performance improvement
• Competency mapping
• Succession planning
• Talent development

工具和技术

• Learning Management System (LMS)
• Articulate Storyline
• Articulate Rise
• Cornerstone OnDemand
• SAP SuccessFactors Learning
• Workday Learning
• Adobe Captivate
• Camtasia
• SCORM / xAPI compliance
• Microsoft Office Suite (PowerPoint, Excel, Word)
• Zoom / WebEx / Microsoft Teams
• Kahoot / Mentimeter
• LMS administration
• Learning analytics

认证和框架

• Certified Professional in Talent Development (CPTD)
• Associate Professional in Talent Development (APTD)
• Certified Professional in Learning and Performance (CPLP)
• ATD (Association for Talent Development) certification
• SHRM-CP / SHRM-SCP
• Six Sigma (Green Belt / Black Belt)
• Project Management Professional (PMP)
• Prosci Change Management

软技能和领导力

• Facilitation
• Public speaking / presentation skills
• Stakeholder management
• Cross-functional collaboration
• Change management
• Coaching and mentoring
• Employee engagement
• Organizational development

合规和专业化培训

• Compliance training
• Onboarding program design
• Leadership development
• Diversity, equity, and inclusion (DEI) training
• Safety training (OSHA)
• Sales enablement
• Technical training

在整合这些关键词时，请匹配职位描述中使用的确切措辞。如果发布说"Learning Management System"，请同时包含完整短语和缩写"LMS"。如果指定了"Articulate Storyline"，请命名该工具——不要替换为通用的"e-learning authoring tools"。

针对ATS兼容性的简历格式优化

ATS解析器虽然复杂但并非万无一失。请遵循以下格式规则，确保您的内容完整通过解析过程。

文件格式

提交.docx（Microsoft Word）格式，除非发布明确要求PDF。虽然许多现代ATS平台都能处理两者，但.docx在解析准确性方面仍然是最安全的选择。避免.pages、.odt或从扫描件创建的基于图像的PDF。

布局和结构

• 使用单栏布局。 两栏和三栏设计会导致解析错误，不同栏的内容合并成不连贯的文本。
• 使用标准章节标题。 准确标记ATS期望的章节："Professional Experience"或"Work Experience"、"Education"、"Skills"、"Certifications"。创意标题如"My Journey"或"What I Bring"会让解析器困惑。
• 避免使用页眉、页脚和文本框。 许多ATS平台会完全跳过放置在这些区域中的内容。您的姓名和联系信息应放在文档主体中。
• 使用标准字体。 Calibri、Arial、Garamond或Times New Roman，10-12pt。自定义或装饰性字体在解析时可能显示为乱码。
• 使用标准项目符号字符。 实心圆点（•）解析可靠。箭头、勾选标记、菱形和自定义符号可能不行。

章节顺序

按照以下顺序以获得最大ATS兼容性：

1. Contact Information（姓名、电话、电子邮件、LinkedIn URL、城市/州）
2. Professional Summary
3. Core Competencies / "Skills"
4. Professional Experience
5. Education
6. Certifications
7. Professional Affiliations（可选）

需要排除的内容

• 图形、标志、图标或照片
• 信息图表或基于图表的技能评级
• 用于布局目的的表格
• 彩色背景或阴影
• 嵌入在图像中的超链接

逐章节优化指南

"Professional Summary"

您的专业摘要是ATS在联系信息之后索引的第一段内容，也是系统显示您的简历后招聘人员阅读的第一段内容。请用最高价值的关键词、量化成就和与角色相关的证书来填充它——在三到四句话中。

变体1：资深企业培训师（通才型）

Corporate Trainer with 8+ years of experience designing and delivering instructor-led training (ILT), virtual instructor-led training (vILT), and blended learning programs for organizations with 2,000–10,000 employees. Certified Professional in Talent Development (CPTD) with expertise in the ADDIE model, Kirkpatrick evaluation framework, and training needs analysis. Increased new-hire time-to-productivity by 34% through redesigned onboarding curriculum and reduced annual compliance training costs by $180,000 through LMS-based e-learning migration.

变体2：技术/电子学习方向

Learning and Development Specialist with 6 years of experience building SCORM-compliant e-learning modules using Articulate Storyline and Rise for technology, healthcare, and financial services organizations. Managed LMS administration on Cornerstone OnDemand for 5,000+ users, achieving 94% course completion rates. Skilled in adult learning principles, competency mapping, and learning analytics with a track record of aligning training programs to measurable business outcomes.

变体3：领导力发展方向

Talent Development Professional with 10 years of experience designing leadership development and succession planning programs for Fortune 500 organizations. Led a 12-month leadership academy that developed 85 high-potential managers, 40% of whom were promoted within 18 months. Associate Professional in Talent Development (APTD) with expertise in coaching, change management, facilitation, and organizational development.

"Work Experience"

工作经验是您的ATS关键词密度最重要的地方——也是招聘人员做出面试决定的地方。每个要点应遵循以下公式：动作动词 + 任务/技能 + 可衡量结果。

以下是15个优化后的带有指标的要点范例，展示影响力：

课程设计和交付

• Designed and delivered a 40-hour blended learning onboarding program for 300+ new hires annually, reducing time-to-productivity from 90 days to 58 days (36% improvement)
• Created 24 SCORM-compliant e-learning modules in Articulate Storyline covering compliance, product knowledge, and sales methodology, achieving 97% completion rates across 1,200 learners
• Developed instructor-led training (ILT) curriculum for 6 technical certification programs, resulting in a 91% first-attempt pass rate among 450 participants
• Facilitated 120+ virtual instructor-led training (vILT) sessions via Zoom and Microsoft Teams for a geographically distributed workforce of 3,500 employees across 12 states

培训需求分析和项目管理

• Conducted training needs analysis (TNA) across 8 departments by interviewing 45 managers and surveying 600 employees, identifying 14 critical skill gaps that informed the annual L&D strategy
• Managed the full ADDIE lifecycle for a $350,000 leadership development program, from stakeholder analysis through Level 3 Kirkpatrick evaluation, demonstrating 28% improvement in 360-degree feedback scores
• Administered Cornerstone OnDemand LMS for 5,200 users, managing course assignments, tracking completions, generating compliance reports, and reducing overdue training by 62%

业务影响和ROI

• Reduced annual compliance training costs by $180,000 by migrating 8 instructor-led courses to self-paced e-learning modules on the LMS, cutting facilitator hours by 400 annually
• Improved customer satisfaction scores by 18 points (NPS) within 6 months by designing and deploying a customer service training program for 200 frontline employees
• Decreased employee turnover in the first 90 days by 22% through a redesigned onboarding program incorporating mentoring, microlearning, and structured check-ins
• Trained 85 high-potential managers in a 12-month leadership academy, with 40% promoted to director-level roles within 18 months of program completion

技术和创新

• Piloted an AI-powered adaptive learning platform that personalized training paths for 800 sales representatives, increasing product certification pass rates by 15%
• Built a library of 60 microlearning videos using Camtasia, averaging 3-5 minutes per module, which increased voluntary learning engagement by 45% quarter-over-quarter
• Implemented xAPI tracking across the LMS to capture learning data beyond SCORM completions, enabling performance correlation analysis that informed $200,000 in reallocation of the training budget

利益相关者和团队领导

• Partnered with HR, Operations, and IT leadership to align training initiatives with strategic business objectives, supporting $12M in annual revenue growth through sales enablement programs
• Managed a team of 4 instructional designers and 2 training coordinators, overseeing the development of 90+ learning assets per quarter while maintaining a 98% stakeholder satisfaction rating

"Skills"章节

创建一个专门的技能章节，使用简洁、可解析的格式。列出12-18个技能，混合硬技能、工具和方法论。使用职位描述中的确切术语。

范例：

Core Competencies: Instructional Design | Curriculum Development | Training Needs Analysis | ADDIE Model | Kirkpatrick Evaluation | Blended Learning | Instructor-Led Training (ILT) | Virtual Instructor-Led Training (vILT) | E-Learning Development | LMS Administration | Articulate Storyline & Rise | SCORM / xAPI | Adult Learning Principles | Performance Improvement | Stakeholder Management | Change Management | Learning Analytics | Compliance Training

使用竖线字符（|）或逗号作为分隔符。两者都能可靠解析。避免使用表格、技能条或评分系统——ATS无法解读"4/5星"的图形。

"Education"

按倒序时间顺序列出学位。包括学位名称、机构和毕业年份。如果您的学位与该领域直接相关（例如M.Ed. in Instructional Design、B.A. in Organizational Development），请包含完整的学位名称——这些包含ATS会匹配的关键词。

范例：

Master of Education (M.Ed.), Instructional Design and Technology University of Virginia — 2016

Bachelor of Arts, Communication Studies Penn State University — 2012

如果您毕业超过15年，省略年份是可以接受的，可以避免潜在的年龄偏见。

"Certifications"

每个认证单独列一行，包含完整名称、缩写、颁发机构和获得年份。ATS同时索引缩写和全称，因此请包含两者。

范例：

Certified Professional in Talent Development (CPTD) — Association for Talent Development (ATD), 2022

SHRM-CP — Society for Human Resource Management, 2020

Prosci Change Management Practitioner — Prosci, 2021

根据人才发展协会的数据，CPTD认证持有者的薪资比未认证同行高15%——使该证书既是ATS关键词匹配又是具体的薪资差异化因素。

企业培训师在ATS筛选简历中常犯的错误

1. 使用不带特定性的"Training"

将"training"作为独立技能列出几乎不会告诉ATS任何信息。您是在设计培训？交付培训？评估培训？管理LMS？用具体的能力替换模糊的术语："instructor-led training delivery"、"training needs analysis"、"e-learning curriculum design"、"LMS administration"。

2. 省略工具名称

企业培训师职位发布经常命名特定平台：Articulate Storyline、Cornerstone OnDemand、SAP SuccessFactors Learning、Workday Learning。如果您有这些工具的经验，请明确命名它们。"E-learning authoring tools"不会匹配对"Articulate Storyline"的关键词搜索。

3. 列出职责而不是结果

"Conducted training sessions for new employees"没有告诉招聘人员您的效果。每个培训角色都涉及进行培训。用成果来区分自己："Conducted 48 onboarding training sessions for 360 new hires, achieving 94% knowledge assessment pass rates and reducing 90-day turnover by 22%."

4. 忽略评估框架

如果您使用Kirkpatrick模型、Phillips ROI或Level 1-4评估来衡量培训效果，请说明。许多职位描述明确要求具有培训评估方法论的经验。遗漏这一点会失去关键词匹配，并向招聘人员暗示您可能不衡量自己的影响。

5. 将认证埋在正文中

在要点中随意提及您的CPTD或APTD（"...and I hold a CPTD certification"）会降低其对ATS解析器和招聘人员的可见性。设置一个单独的、明确标记的"Certifications"章节，以便解析器正确索引它们，招聘人员可以立即发现。

6. 使用创意职位名称而非标准化名称

如果您的公司给您的职位是"Learning Experience Architect"，但您申请的职位写的是"Corporate Trainer"，ATS可能无法识别匹配。在括号中添加标准化职位名称："Learning Experience Architect (Corporate Trainer)"以同时捕获官方名称和ATS友好的等效词。

7. 提交千篇一律的简历

培训角色因行业而异差异巨大。医疗保健中的合规培训专家与SaaS中的销售赋能培训师面临不同的要求。针对每个职位描述定制您的简历关键词。每次申请花费15分钟定制您的技能章节和摘要将大大提高您的ATS匹配率。

企业培训师ATS优化清单

在提交简历前，请打印此清单并验证每一项。

格式和结构

• [ ] 简历保存为.docx（或仅在明确要求时为PDF）
• [ ] 单栏布局，无表格、文本框或图形
• [ ] 标准章节标题："Professional Summary"、"Work Experience"、"Education"、"Skills"、"Certifications"
• [ ] 标准字体（Calibri、Arial、Times New Roman），10-12pt
• [ ] 标准项目符号字符（实心圆点）
• [ ] 页眉、页脚或文本框中无内容
• [ ] 联系信息在主文档正文中
• [ ] LinkedIn URL已包含并设有超链接

关键词和内容

• [ ] "Professional Summary"包含职位描述中5+个高优先级关键词
• [ ] "Skills"章节列出12-18个与发布的必需和优选资格匹配的能力
• [ ] 每个工作经验要点包含关键词丰富的动作动词 + 具体技能 + 量化结果
• [ ] 认证列出全称和缩写（例如"Certified Professional in Talent Development (CPTD)"）
• [ ] LMS平台和制作工具明确命名（Articulate Storyline、Cornerstone等）
• [ ] 培训方法论以名称引用（ADDIE、Kirkpatrick、blended learning）
• [ ] 同时包含完整短语和缩写（例如"instructor-led training (ILT)"）

定制

• [ ] 简历已针对此特定职位描述进行定制（不是通用版本）
• [ ] 摘要中的职位名称与发布的标题匹配或密切镜像
• [ ] 行业特定培训类型已提及（compliance、onboarding、leadership development、sales enablement）
• [ ] 发布中的必需资格在简历前半部分得到解决

质量检查

• [ ] 无拼写或语法错误（ATS可能将拼错的关键词标记为不匹配）
• [ ] 日期格式一致（Month Year — Month Year或Year — Year）
• [ ] 无超过6个月的未解释就业空白（如存在请简要说明）
• [ ] 简历长度为1-2页（7+年经验可接受2页）
• [ ] 文件名包含您的姓名："FirstName-LastName-Corporate-Trainer-Resume.docx"

常见问题

企业培训师简历应该多长？

经验不足7年的候选人标准为一页。经验丰富、拥有广泛项目组合、多项认证和跨行业经验的资深培训师可接受两页，且通常必要。ATS不会惩罚简历长度；它会索引所有内容。然而，在ATS筛选后手动审阅您简历的招聘人员平均在初次扫描上花费6-7秒，因此请将最相关的资格前置。

我应该在简历中包含作品集链接吗？

应该。许多企业培训师维护展示课程设计、电子学习演示和培训评估报告的作品集。在联系章节中包含指向您作品集网站或LinkedIn个人资料的链接。ATS将解析URL，审阅您简历的招聘人员可以点击查看。将其格式化为简洁的URL（例如"Portfolio: yourname.com/portfolio"），而不是嵌入在锚文本后面，因为这在所有ATS平台中可能无法正确显示。

为了ATS目的，CPTD认证值得考取吗？

CPTD在相当比例的企业培训师和学习与发展职位发布中作为必需或优选出现。除了ATS匹配外，ATD报告CPTD持有者比未认证同行收入高15%。该认证验证了整个人才发展生命周期的专业知识，这意味着它匹配跨越教学设计、引导、教练、绩效改进和组织发展的关键词——使其成为该领域中ATS效率最高的证书之一。申请资格要求至少5年人才发展经验加60小时专业发展。

我如何在简历上处理向企业培训的职业转型？

以一个将您的可转移技能定位在培训特定语言中的"Professional Summary"为先。前教师应引用"curriculum development"、"learning assessment"和"differentiated instruction"——而非特定于课堂的术语。前HR通才应强调"employee onboarding"、"compliance training delivery"和"performance improvement"。创建一个逐字镜像企业培训师职位描述的技能章节，并使用学习与发展术语重新构建您的经验要点。例如，教师的"Developed and taught 10th-grade biology curriculum for 120 students"变为"Designed and delivered science curriculum for 120 learners using blended learning techniques, achieving 88% proficiency on standardized assessments."

ATS系统会自动拒绝企业培训师简历吗？

这是一个持续存在的误解。根据HR.com的2025年调查，92%的招聘人员手动审阅申请——即使在高量招聘中。只有8%报告配置其ATS根据匹配分数自动拒绝简历。实际发生的情况是ATS对候选人进行排名和优先排序。关键词相关性低的简历不会被"拒绝"——它会被埋在250+申请人列表的底部，没有招聘人员可能会滚动到那里。实际效果是相同的，这就是为什么关键词优化很重要，但机制是优先排序，而非拒绝。

企业培训领域的增长速度几乎是全国就业平均水平的三倍，组织在劳动力发展方面投入了创纪录的金额。ATD的2025年行业状况报告发现，组织正在将收入的2.9%投入培训——五年来的最高比率——每位员工每学习小时的平均成本达到165美元。对于能够通过简历展示可衡量业务影响的培训师来说，就业市场提供了强劲且不断增长的需求。

来源：

1. U.S. Bureau of Labor Statistics, "Training and Development Specialists," Occupational Outlook Handbook, bls.gov/ooh/business-and-financial/training-and-development-specialists.htm
2. U.S. Bureau of Labor Statistics, "Occupational Employment and Wage Statistics — Training and Development Specialists (13-1151)," May 2024, bls.gov/oes/2023/may/oes131151.htm
3. Training Magazine, "2025 Training Industry Report," trainingmag.com/2025-training-industry-report/
4. Association for Talent Development, "ATD Releases 2025 State of the Industry Report," td.org
5. ATD, "Benchmarks and Trends From the 2025 State of the Industry Report," td.org
6. ATD, "Certification — Certified Professional in Talent Development (CPTD)," td.org/certification
7. Select Software Reviews, "Applicant Tracking System Statistics (Updated for 2026)," selectsoftwarereviews.com
8. HR.com, "ATS Rejection Myth Debunked," hr.com
9. Indeed, "Corporate Trainer Job Description [Updated for 2025]," indeed.com
10. Research.com, "2026 Training Industry Statistics," research.com
11. TealHQ, "Best Certifications for Corporate Trainers in 2025," tealhq.com
12. Training Orchestra, "Corporate Training Statistics & Trends for 2026," trainingorchestra.com
13. AIHR, "30+ L&D Statistics You Need To Know in 2026," aihr.com

{
  "opening_hook": "The Bureau of Labor Statistics projects 43,900 openings for training and development specialists annually through 2034, with 11% employment growth — nearly triple the national average for all occupations. Yet the average online job posting attracts over 250 applicants, and only four to six candidates receive an interview invitation. For corporate trainers competing in a field where U.S. organizations spent $102.8 billion on training in 2025 alone, the difference between landing an interview and disappearing into a digital void often comes down to how well your resume communicates with an Applicant Tracking System before a human recruiter ever reads it.",
  "key_takeaways": [
    "ATS systems rank and prioritize corporate trainer resumes using keyword matching — 92% of recruiters still manually review, but low-scoring resumes get buried beneath 250+ applicants",
    "Include 20-30 role-specific keywords spanning instructional design, LMS platforms, evaluation frameworks, and certifications — match exact phrasing from each job description",
    "Every work experience bullet must follow the Action Verb + Skill + Measurable Result formula with specific metrics like completion rates, cost savings, and time-to-productivity improvements",
    "CPTD certification holders earn 15% more than non-certified peers and the credential matches keywords across the entire talent development lifecycle",
    "Use single-column .docx format with standard section headings, no tables or graphics, and both full phrases and abbreviations for key terms like instructor-led training (ILT)"
  ],
  "citations": [
    {"number": 1, "title": "Training and Development Specialists — Occupational Outlook Handbook", "url": "https://www.bls.gov/ooh/business-and-financial/training-and-development-specialists.htm", "publisher": "U.S. Bureau of Labor Statistics"},
    {"number": 2, "title": "Occupational Employment and Wage Statistics — Training and Development Specialists (13-1151)", "url": "https://www.bls.gov/oes/2023/may/oes131151.htm", "publisher": "U.S. Bureau of Labor Statistics"},
    {"number": 3, "title": "2025 Training Industry Report", "url": "https://trainingmag.com/2025-training-industry-report/", "publisher": "Training Magazine"},
    {"number": 4, "title": "ATD Releases 2025 State of the Industry Report", "url": "https://www.td.org/content/press-release/atd-research-optimism-remains-strong-for-future-of-learning-in-organizations", "publisher": "Association for Talent Development"},
    {"number": 5, "title": "Benchmarks and Trends From the 2025 State of the Industry Report", "url": "https://www.td.org/content/atd-blog/benchmarks-and-trends-from-the-2025-state-of-the-industry-report", "publisher": "Association for Talent Development"},
    {"number": 6, "title": "ATD Certification — Certified Professional in Talent Development", "url": "https://www.td.org/certification", "publisher": "Association for Talent Development"},
    {"number": 7, "title": "Applicant Tracking System Statistics (Updated for 2026)", "url": "https://www.selectsoftwarereviews.com/blog/applicant-tracking-system-statistics", "publisher": "Select Software Reviews"},
    {"number": 8, "title": "ATS Rejection Myth Debunked: 92% of Recruiters Confirm ATS Do NOT Automatically Reject Resumes", "url": "https://www.hr.com/en/app/blog/2025/11/ats-rejection-myth-debunked_mhp9v6yz.html", "publisher": "HR.com"},
    {"number": 9, "title": "Corporate Trainer Job Description [Updated for 2025]", "url": "https://www.indeed.com/hire/job-description/corporate-trainer", "publisher": "Indeed"},
    {"number": 10, "title": "2026 Training Industry Statistics: Data, Trends & Predictions", "url": "https://research.com/careers/training-industry-statistics", "publisher": "Research.com"},
    {"number": 11, "title": "Best Certifications for Corporate Trainers in 2025", "url": "https://www.tealhq.com/certifications/corporate-trainer", "publisher": "TealHQ"},
    {"number": 12, "title": "Corporate Training Statistics & Trends for 2026", "url": "https://trainingorchestra.com/employee-training-trends/", "publisher": "Training Orchestra"},
    {"number": 13, "title": "30+ L&D Statistics You Need To Know in 2026", "url": "https://www.aihr.com/blog/learning-and-development-statistics/", "publisher": "AIHR"}
  ],
  "meta_description": "Optimize your corporate trainer resume for ATS with 30+ keywords, 15 bullet examples, formatting rules, and a printable checklist. Backed by BLS and ATD data.",
  "prompt_version": "v2.0-cli"
}