玻璃安装工简历ATS优化清单：让您的简历通过软件筛选，送达工头桌上

美国劳工统计局统计显示，全美约有60,500名玻璃安装工，预计到2034年每年将产生约5,100个职位空缺 ^[1]。与此同时，建筑行业在2026年仅为满足需求就需要额外增加约499,000名工人，玻璃安装领域也不例外——经验丰富的高级玻璃安装工严重短缺，导致雇主之间对合格人才的竞争异常激烈 ^[2][3]。这一劳动力紧缺本应对您有利。但如果您通过商业玻璃承包商、总承包商或建筑围护结构专业公司的在线门户网站投递简历，您的简历会在任何项目经理阅读之前先经过ATS（申请人追踪系统）的筛选。一份满载真实幕墙经验和AGMT认证的简历，如果ATS无法解析，那一切都毫无意义。本指南为您提供一份经过实战验证的清单，帮助您的玻璃安装工简历通过软件筛选，送到真正理解"结构硅酮幕墙"含义的人手中。

核心要点

• 精确匹配职位发布中的措辞。 ATS平台根据关键词匹配率对简历评分。如果职位发布写的是"curtain wall installation"，您的简历必须写"curtain wall installation"——而不是"glass facade work"或"exterior cladding"。
• 提交干净的单栏.docx文件。 表格、图形、页眉/页脚和多栏布局会破坏ATS解析。除非职位发布明确要求PDF，否则请使用Word文档。
• 每个要点都用项目专属指标进行量化。 写"Installed 4,200 sq ft of unitized curtain wall across 14 floors"的玻璃安装工优于写"Installed glass on buildings"的，因为ATS会标记可衡量的结果，招聘人员扫描时也会关注数字。
• 列出认证的完整官方名称。 写"Architectural Glass & Metal Technician (AGMT) Certification"和"OSHA 30-Hour Construction Safety"，而不是解析器无法与职位发布匹配的缩写。
• 建立一个包含20-30项硬技能的专用"Skills"板块。 ATS平台将"Skills"板块视为关键词索引。在其中归类列出您的玻璃类型、安装方法、安全证书、工具和密封胶知识。

ATS系统如何筛选玻璃安装工简历

ATS（申请人追踪系统）是一种软件，用于接收、存储和排序公司收到的每份申请。2025年，97.8%的财富500强公司使用ATS，而随着Workday、iCIMS以及Team Engine等建筑行业专用工具进入市场，中型建筑和专业贸易公司的ATS采用率也大幅增长 ^[4]。

以下是您提交玻璃安装工简历后发生的事情：

1. 解析。 ATS从您的文件中提取文本并将其映射到结构化字段：姓名、联系信息、工作经历、教育背景、技能。如果您的格式使用了表格、文本框或图片，解析器会失败，您的数据会落入错误的字段——或者完全被丢弃。
2. 关键词匹配。 招聘人员或招聘经理已根据职位描述输入了必需和优选关键词。ATS将您的简历文本与这些关键词进行比较并生成匹配分数。关键词可以包括玻璃类型（"tempered glass"）、安装方法（"curtain wall"）、认证（"OSHA 10"）和技能（"blueprint reading"）。
3. 排名。 简历按匹配分数排序。招聘人员通常先查看排名前10-25的候选人。如果您的简历因为缺少职位发布中明确出现的关键词而得分偏低，您就会落到最底部——无论您的实际现场经验有多丰富。
4. 人工审核。 与ATS系统"自动拒绝"75%简历的传说相反，Enhancv的调查发现92%的招聘人员确认他们的ATS不会基于内容或格式自动拒绝申请 ^[5]。真正的问题在于数量：当80个人申请一个商业玻璃安装工职位时，招聘人员依赖ATS排名来决定谁获得第一次审阅机会。

玻璃安装行业有一个许多白领行业没有的特殊情况：相当数量的玻璃安装工通过工会大厅（IUPAT地方分会）、口碑推荐或现场招聘找到工作，这些场景不存在ATS。但当您向全国性玻璃承包商、带有人力资源部门的幕墙制造商或总承包商的分包商门户投递简历时，您就是在通过ATS。请将每次在线申请都视为ATS提交。

玻璃安装工关键ATS关键词

以下关键词来源于O*NET对SOC 47-2121.00的职业数据 ^[6]、NGA/NCCER课程标准 ^[7]，以及对Indeed、LinkedIn和ZipRecruiter上玻璃安装工职位描述的直接审阅。请在简历中按类别组织这些关键词：

玻璃类型与产品

• Tempered glass
• Laminated glass
• Insulated glass units (IGUs)
• Low-E glass / low-emissivity glass
• Float glass
• Wired glass
• Spandrel glass
• Reflective glass
• Architectural glass
• Safety glass
• Fire-rated glass
• Decorative glass
• Mirrors
• Glass railing systems
• Glass doors

安装系统与方法

• Curtain wall installation / curtain wall systems
• Storefront systems / storefront glazing
• Window installation / window replacement
• Skylight installation
• Glass partition walls
• Point-supported glazing
• Structural glazing / structural silicone glazing
• Unitized curtain wall
• Stick-built curtain wall
• Butt-joint glazing
• Wet glazing / dry glazing
• Retrofit glazing
• Shower enclosure installation
• Automatic door systems

安全与合规

• OSHA 10-Hour Construction Safety
• OSHA 30-Hour Construction Safety
• Fall protection
• Scaffolding safety / scaffold erection
• Aerial lift operation
• Rigging and hoisting
• PPE compliance
• Hazard communication (HazCom)
• Silica exposure awareness
• First Aid / CPR
• Glass handling safety

工具与设备

• Glass cutter / glass cutting tools
• Suction cups / vacuum lifters
• Glazing robots / glass handling equipment
• Caulking gun / sealant gun
• Silicone applicator
• Power drill / cordless drill
• Grinder / glass grinder
• Laser level
• Plumb bob
• Tape measure / measuring tools
• Scaffolding
• Boom lift / scissor lift
• Crane signals / crane rigging
• Levels and squares

认证与资质

• AGMT (Architectural Glass & Metal Technician) Certification
• NCCER Glazier credential
• IUPAT Journeyman Glazier card
• Forklift certification
• Aerial lift / boom lift certification
• Rigging certification
• State contractor license (where applicable)
• NGA Glazier Apprentice curriculum completion

密封胶、粘合剂与材料

• Silicone sealant / structural silicone
• Polyurethane sealant
• Butyl tape / butyl sealant
• Glazing gaskets / EPDM gaskets
• Setting blocks
• Glazing compound / glazing putty
• Aluminum framing / aluminum extrusions
• Steel framing
• Weatherstripping
• Backer rod
• Shims / spacers

尽可能使用职位发布中的精确措辞。如果职位发布写的是"curtain wall systems"，您就写"curtain wall systems"——而不是"glass walls"或"facade glazing"。

简历格式要求

ATS解析器专为简洁而设计。请遵循以下规则以避免解析失败：

文件格式： 除非职位发布明确要求PDF，否则请以.docx（Microsoft Word）格式提交。Word文件在所有主要ATS平台上的解析更为可靠。如果必须使用PDF，请确保它是基于文本的PDF，而不是扫描图像。

布局： 仅限单栏。不使用表格、文本框、图形、图标，也不使用制表符创建的分栏。ATS从左到右、从上到下读取内容。任何打断这种线性流程的格式都会导致数据落入错误字段。

字体： 使用标准字体：Arial、Calibri、Times New Roman或Helvetica。正文10-12号，板块标题13-14号。不要使用装饰性或压缩字体。

板块标题： 使用ATS能识别的标准名称：

• "Professional Summary"（不要用"About Me"或"Profile"）
• "Work Experience"（不要用"Career History"或"Employment"）
• "Skills"（不要用"Core Competencies"或"Areas of Expertise"）
• "Education & Certifications"（不要用"Training"或"Credentials"）
• "Contact Information"（放在顶部，不要放在页眉/页脚中）

联系信息位置： 将您的姓名、电话号码、电子邮件和城市/州放在文档最顶部的正文文本中。不要将联系信息放在页眉或页脚中——许多ATS平台无法读取页眉/页脚内容。

日期： 使用一致的格式："Jan 2020 - Present"或"01/2020 - Present"。避免仅使用年份（"2020 - 2024"），因为某些ATS平台需要月级数据来计算工作经验时长。

文件名： 将文件命名为FirstName-LastName-Glazier-Resume.docx。某些ATS平台会向招聘人员显示文件名，清晰的命名比"resume_final_v3.docx"看起来更专业。

工作经验优化

您的工作经验板块是ATS关键词密度最重要的部分。每个要点应以强有力的动作动词开头，并包含至少一个可衡量的结果。以下是15个前后对比示例：

Before: Installed glass on commercial buildings. After: Installed 6,800 sq ft of unitized curtain wall panels across a 22-story Class A office tower, coordinating crane lifts and maintaining weathertight seals on 340 individual units.

Before: Did storefront work. After: Fabricated and installed aluminum storefront systems on 14 retail tenant spaces totaling 3,200 linear feet, completing each space within 3-day turnover schedules.

Before: Cut glass for various projects. After: Cut and prepared tempered, laminated, and insulated glass units for 120+ commercial and residential projects, maintaining less than 1% material waste rate.

Before: Applied sealant to windows. After: Applied structural silicone sealant and wet-glazed 480 window units on a 9-story hospital expansion, passing 100% of third-party water infiltration tests.

Before: Worked at heights on scaffolding. After: Operated boom lifts and erected scaffolding to install curtain wall at heights up to 180 feet on 6 high-rise projects, maintaining zero fall incidents across 14,000+ field hours.

Before: Replaced broken glass. After: Responded to 200+ emergency glass replacement calls annually, sourcing and installing tempered and laminated safety glass within 4-hour response windows for commercial property management clients.

Before: Read blueprints and specs. After: Interpreted architectural drawings, shop drawings, and structural engineering specifications for curtain wall and storefront projects valued at $800K-$5.2M per contract.

Before: Helped train new workers. After: Mentored 8 glazier apprentices through IUPAT-structured on-the-job training over 3 years, with 7 advancing to journeyman status on schedule.

Before: Installed shower doors. After: Measured, cut, and installed 350+ frameless and semi-frameless shower enclosures in luxury residential and hotel projects, achieving zero callbacks on completed units.

Before: Did waterproofing work. After: Installed EPDM gaskets, backer rod, and silicone sealant on 2,400 linear feet of window perimeter joints, meeting ASTM E2112 flashing and weatherproofing standards.

Before: Worked with a crew on projects. After: Led a 5-person glazing crew across 4 concurrent commercial job sites, coordinating daily task assignments, material staging, and crane schedules.

Before: Measured and ordered materials. After: Prepared glass and aluminum takeoffs for 22 projects ranging from $50K to $1.8M, achieving 96% estimating accuracy and reducing material waste by 12%.

Before: Installed skylights. After: Installed 48 operable and fixed skylight units on 3 institutional buildings, including structural framing, flashing, and insulated glass panels totaling 1,600 sq ft of glazed area.

Before: Maintained tools and equipment. After: Maintained and calibrated glass cutting equipment, suction lifters, and caulking tools for a 12-person glazing shop, reducing equipment downtime by 25% through preventive maintenance scheduling.

Before: Followed safety procedures. After: Enforced OSHA fall protection, rigging safety, and glass handling protocols on every project, contributing to the company's 2.1 EMR (Experience Modification Rate) — 40% below the industry average.

请注意其中的规律：每个"After"要点都指出了具体任务，量化了规模（面积、单位数量、金额、团队人数、高度），并使用了与ATS关键词匹配的术语。

"Skills"板块策略

您的"Skills"板块充当关键词索引的角色。ATS平台会独立于工作经历对其进行扫描。请按分组集群进行组织：

Glass Types & Products: Tempered Glass | Laminated Glass | Insulated Glass Units (IGUs) | Low-E Glass | Float Glass | Spandrel Glass | Fire-Rated Glass | Safety Glass | Reflective Glass | Mirrors | Glass Railings

Installation Systems: Curtain Wall Systems | Storefront Glazing | Structural Silicone Glazing | Skylight Installation | Window Installation | Glass Partitions | Shower Enclosures | Point-Supported Glazing | Unitized Curtain Wall | Stick-Built Systems

Tools & Equipment: Glass Cutter | Vacuum Lifters | Caulking Gun | Power Drill | Glass Grinder | Laser Level | Boom Lift | Scissor Lift | Scaffolding | Crane Signals | Rigging Equipment

Sealants & Materials: Structural Silicone | Polyurethane Sealant | Butyl Tape | EPDM Gaskets | Setting Blocks | Backer Rod | Aluminum Extrusions | Glazing Compound | Weatherstripping

Safety & Compliance: OSHA 30-Hour Construction | Fall Protection | Rigging Safety | Aerial Lift Operation | PPE Compliance | Glass Handling Safety | HazCom | Scaffold Safety | First Aid/CPR

Software & Documentation: Procore | Bluebeam Revu | PlanGrid/Autodesk Build | AutoCAD (shop drawings) | Microsoft Excel | Digital Takeoff Tools

使用竖线字符（ | ）或逗号分隔技能，而不是项目符号或表格。这确保了ATS的干净解析，同时对人工读者也保持可扫描性。

不要在此处列出软技能。"teamwork"和"attention to detail"等技能属于您的"Professional Summary"和工作经验要点中，融入具体上下文。"Skills"板块是用于展示硬性、可验证能力的。

玻璃安装工常见的ATS错误

1. 使用车间行话而非标准术语。 在工地上您可能说"hanging glass"或"setting lites"，但ATS搜索的是"glass installation"和"glazing units"。在简历中使用正式术语。同样适用于"stick system"（stick-built curtain wall）、"spigs"（spider fittings）和"channel"（aluminum framing extrusion）。

2. 仅写"glass"而未注明类型。 写"Installed glass"的要点对ATS毫无信息量。请指明玻璃类型——tempered、laminated、insulated、Low-E、fire-rated、spandrel——因为每种都是独立的关键词，招聘经理会根据项目需求进行搜索。

3. 遗漏认证或将其埋在段落中。 您的OSHA证书、AGMT认证、NCCER玻璃安装工资质和工匠等级都是高价值ATS关键词。请为它们设立一个标签清晰的独立板块。写完整的官方名称："Architectural Glass & Metal Technician (AGMT) Certification"，而不仅仅是"AGMT"或"glass cert"。AGMT是北美唯一的经认证的玻璃安装工认证，要求7,500小时的记录在案的幕墙工作经验和OSHA 10完成证明 ^[8]。

4. 提交由设计工具创建的PDF。 在Canva、Photoshop或类似设计工具中制作的简历生成的PDF本质上是图像。ATS解析器从基于图像的PDF中提取的文本为零。如果您使用设计工具，请导出为.docx或在Word中重新创建内容。

5. 未区分商业和住宅玻璃安装。 这是两种不同的技能组合，有不同的关键词。商业玻璃安装强调幕墙、店面、结构硅酮和高层作业。住宅玻璃安装强调窗户更换、淋浴间围护、镜子和玻璃门。如果您两者都有经验，请分别标注，以便ATS能将您匹配到任一类型的职位发布。

6. 仅列出公司名称而未描述项目范围。 许多玻璃安装工只写"XYZ Glass Co. — Glazier"然后列出通用职责。ATS需要项目专属关键词。描述建筑类型（高层、医院、零售、住宅）、您安装的系统（幕墙、店面、天窗）以及规模（面积、单位数量、项目价值）。

7. 季节性或项目间的空档期未作说明。 建筑行业具有周期性，许多玻璃安装工在项目之间有空档期。ATS不会惩罚空档，但招聘人员看到无法解释的4个月空档会直接跳过。添加简短说明："Between contracts — completed OSHA 30-Hour training and AGMT exam preparation during project transition."

"Professional Summary"示例

您的"Professional Summary"位于简历顶部，直接在联系信息下方。它应该是3-4句话，包含您最有价值的ATS关键词和最令人印象深刻的指标。

学徒/入门级（0-3年）

Glazier apprentice with 2 years of hands-on experience in commercial storefront installation, residential window replacement, and insulated glass unit handling under journeyman supervision. OSHA 10-Hour Construction Safety certified with NCCER Glazier Level One completion and IUPAT apprenticeship enrollment. Trained in glass cutting, silicone sealant application, aluminum storefront assembly, and scaffold erection. Seeking a journeyman-track position with a commercial glass contractor.

工匠级玻璃安装工（4-10年）

Journeyman Glazier with 7 years of experience across commercial and high-rise construction, specializing in curtain wall installation, storefront glazing, and structural silicone systems. Installed 30,000+ sq ft of curtain wall on projects valued up to $5.2M. OSHA 30-Hour Construction Safety certified, IUPAT Journeyman Card holder, with aerial lift, rigging, and forklift certifications. Zero recordable safety incidents across 12,000+ field hours.

领班级玻璃安装工/工长（10年以上）

Lead Glazier and crew foreman with 16 years of experience delivering curtain wall, storefront, and specialty glazing systems on commercial high-rises, hospitals, and institutional facilities. Supervised crews of 4-12 glaziers on projects totaling $45M+ in contract value. AGMT Certified, OSHA 30 certified, and IUPAT Journeyman Card holder. Track record of completing projects on schedule with zero lost-time incidents and less than 1% material waste across 400+ completed installations.

玻璃安装工简历动作动词

"responsible for"和"helped with"等通用动词会降低您的ATS匹配分数并让招聘人员感到乏味。请使用以下玻璃安装行业专用的动作动词：

安装与组装

Installed | Glazed | Set | Mounted | Secured | Fastened | Anchored | Fitted | Positioned | Aligned | Erected | Assembled | Placed | Hung | Affixed

切割、成型与制造

Cut | Scored | Snapped | Ground | Edged | Beveled | Polished | Fabricated | Shaped | Drilled | Notched | Mitered | Trimmed

密封与防水

Sealed | Caulked | Applied | Weatherproofed | Flashed | Waterproofed | Bonded | Adhered | Gasketted | Insulated | Primed

测量与布局

Measured | Laid out | Leveled | Plumbed | Squared | Calculated | Surveyed | Templated | Verified | Marked | Dimensioned

管理与领导

Supervised | Coordinated | Delegated | Trained | Mentored | Scheduled | Directed | Managed | Led | Oversaw | Assigned | Dispatched

吊装与材料搬运

Rigged | Hoisted | Lifted | Transported | Staged | Loaded | Unloaded | Signaled | Operated | Maneuvered

ATS评分清单

打印此清单。在提交申请前逐项检查。

格式与结构

• [ ] 文件保存为.docx（不是来自设计工具的PDF）
• [ ] 单栏布局，无表格或文本框
• [ ] 标准字体（Arial、Calibri、Times New Roman），10-12号
• [ ] 联系信息在正文中，而非页眉/页脚
• [ ] 板块标题使用ATS可识别的标准名称
• [ ] 日期包含月份和年份
• [ ] 文件命名为FirstName-LastName-Glazier-Resume.docx
• [ ] 无照片、徽标、图标或装饰元素

关键词与内容

• [ ] 职位发布中的职位名称出现在"Professional Summary"中
• [ ] 在专用"Skills"板块中列出20+硬技能
• [ ] 具体玻璃类型已命名（tempered、laminated、IGU、Low-E）
• [ ] 安装系统已指明（curtain wall、storefront、structural glazing）
• [ ] 所有认证均以完整官方名称列出
• [ ] 工具和设备具体命名（不仅仅是"hand tools"或"power tools"）
• [ ] 安全培训明确提及（OSHA 10/30、fall protection、rigging）
• [ ] 密封胶和材料知识有记录（structural silicone、EPDM、butyl）
• [ ] 至少10个工作经验要点包含量化指标
• [ ] 每个要点以动作动词开头（没有"Responsible for..."）
• [ ] 项目类型已指明（commercial、residential、high-rise、institutional）
• [ ] 工会会员资格和工匠状态已包含（如适用）

针对性调整

• [ ] 已将简历关键词与职位发布关键词进行比对
• [ ] 关键术语已匹配职位发布的精确措辞
• [ ] 已添加职位发布中提到的任何必需认证
• [ ] "Professional Summary"已调整以反映具体职位
• [ ] 已移除稀释关键词密度的无关经验
• [ ] 已指明commercial与residential以匹配职位发布
• [ ] 如果职位发布提到高层作业，已包含建筑高度或项目规模
• [ ] 已添加与职位发布区域匹配的地理信息

常见问题

玻璃安装工的平均工资是多少，ATS优化是否影响收入潜力？

美国劳工统计局报告显示，截至2024年5月，玻璃安装工的年薪中位数为55,440美元，最低10%的收入低于37,710美元，最高10%的收入超过98,780美元 ^[1:1]。ATS优化不会直接提高您的时薪，但它能大幅增加您获得面试的次数。在全国性幕墙承包商、工会车间和商业玻璃公司获得职位的玻璃安装工，其收入持续高于那些仅限于通过口碑找到的小型住宅公司的同行。BLS数据还显示，非住宅建筑和重型土木工程领域的玻璃安装工趋向于集中在较高的工资四分位数。通过ATS是获得这些高薪职位的入口。

什么是AGMT认证，我应该考取吗？

Architectural Glass & Metal Technician (AGMT) Certification是北美唯一的ANSI认证玻璃安装工认证，通过Glazing Certification项目提供 ^[8:1]。候选人必须在五年内展示至少7,500小时的玻璃安装相关工作经验，并持有OSHA 10认证。考试包括知识测试和为期一天的操作测试，涵盖幕墙、店面、布局、防水密封、结构密封和安全。如果您满足经验门槛，考取AGMT认证会为您提供一个强有力的ATS关键词和一项只有极少数在职玻璃安装工持有的资质——使您在任何申请者池中立即脱颖而出。

我应该在简历中包含IUPAT工会会员资格吗？

是的。如果您是国际油漆工和相关行业工会（IUPAT）的成员，请包含您的会员资格、地方分会编号和等级（学徒、工匠或工长）。IUPAT在北美范围内代表玻璃安装工和玻璃工人，其学徒计划包括每年至少144小时的课堂教学加上规定的在岗工时 ^[9]。工会会员资格表明经过验证的培训、标准化的技能水平和对安全规程的遵守。对于工会岗位招聘，这是必不可少的。对于开放式招聘职位，它仍然表明招聘经理认可的有证书的培训。将其列在您的认证板块中："IUPAT Journeyman Glazier — Local [Number]."

玻璃安装工简历应该多长？

经验不足10年的玻璃安装工应控制在一页。拥有10年以上经验和团队管理职责的领班级玻璃安装工、工长或项目主管最多两页。ATS平台可以毫无问题地解析多页文档，但人工审阅者在初次扫描简历时平均只花6-7秒。一份内容密集、组织良好、包含量化成就的单页简历每次都优于一份冗长的两页文档。如果需要精简篇幅，先删除最早的职位——超过15年前的工作经历很少影响招聘决定，除非它包含独特的专业方向。

玻璃安装工就业市场在增长吗，这对我的求职策略有什么影响？

从2024年到2034年，玻璃安装工的就业预计增长3%，每年约有5,100个职位空缺 ^[1:2]。虽然这个增长率与全国平均水平一致，但真正的故事是劳动力短缺：建筑行业在2025年需要439,000名额外工人，2026年将需要近500,000名 ^[10]。经验丰富的高级玻璃安装工的短缺尤为严重，导致雇主之间对合格专业人才的竞争异常激烈 ^[3:1]。这意味着您的简历很可能会被审阅——问题在于它的排名是否足够靠前以获得第一次来电。在紧张的劳动力市场中，一份优化良好的ATS简历和一份格式不佳的简历之间的差距就是三个面试邀请和零个之间的差距。雇主正在招人；确保他们能找到您。

参考文献

{
  "title": "Glazier ATS Optimization Checklist: Get Your Resume Past the Software and Onto the Foreman's Desk",
  "opening_hook": "The Bureau of Labor Statistics counts roughly 60,500 glaziers working across the United States, with approximately 5,100 openings projected each year through 2034. Meanwhile, the construction industry needs an estimated 499,000 additional workers in 2026 just to keep pace with demand, and the glazing sector is no exception.",
  "key_takeaways": [
    "Mirror the job posting's exact language — ATS platforms score resumes by keyword match rate, so use exact phrasing from the posting",
    "Submit a clean single-column .docx file — tables, graphics, and multi-column layouts break ATS parsing",
    "Quantify every bullet with project-specific metrics like square footage, unit counts, project values, and crew sizes",
    "List certifications with full official names (AGMT Certification, OSHA 30-Hour Construction Safety, IUPAT Journeyman Card)",
    "Build a dedicated Skills section with 20-30 hard skills grouped by category (glass types, installation systems, safety, tools, sealants)"
  ],
  "citations": [
    {"number": 1, "title": "Glaziers: Occupational Outlook Handbook", "url": "https://www.bls.gov/ooh/construction-and-extraction/glaziers.htm", "publisher": "Bureau of Labor Statistics"},
    {"number": 2, "title": "U.S. construction industry employment outlook 2026", "url": "https://fortune.com/2026/02/07/us-construction-industry-employment-outlook-500000-new-workers-ai-boom-infrastructure-skilled-trades/", "publisher": "Fortune"},
    {"number": 3, "title": "U.S. Glazing Recruitment Outlook 2025", "url": "https://www.csgtalent.com/insights/blog/u-s--glazing-recruitment-outlook-2025--current-trends--leading-companies--and-talent-insights/", "publisher": "CSG Talent"},
    {"number": 4, "title": "Applicant Tracking System Statistics (Updated for 2026)", "url": "https://www.selectsoftwarereviews.com/blog/applicant-tracking-system-statistics", "publisher": "Select Software Reviews"},
    {"number": 5, "title": "Does the ATS Reject Your Resume? 25 Recruiters Explain What Really Happens", "url": "https://enhancv.com/blog/does-ats-reject-resumes/", "publisher": "Enhancv"},
    {"number": 6, "title": "47-2121.00 — Glaziers", "url": "https://www.onetonline.org/link/summary/47-2121.00", "publisher": "O*NET OnLine"},
    {"number": 7, "title": "Glazier Craft Catalog", "url": "https://www.nccer.org/craft-catalog/glazier/", "publisher": "NCCER"},
    {"number": 8, "title": "Architectural Glass & Metal Technician (AGMT) Certification", "url": "https://www.glazingcertification.com/agmt/", "publisher": "Glazing Certification"},
    {"number": 9, "title": "Glazier and Glassworker", "url": "https://www.iupat.org/trades/glazier-and-glassworker/", "publisher": "IUPAT"},
    {"number": 10, "title": "Construction Workforce Shortage 2025", "url": "https://academyofcrafttraining.org/construction-workforce-shortage-2025/", "publisher": "Academy of Craft Training"},
    {"number": 11, "title": "Occupational Employment and Wage Statistics: 47-2121 Glaziers", "url": "https://www.bls.gov/oes/current/oes472121.htm", "publisher": "Bureau of Labor Statistics"}
  ],
  "soc_code": "47-2121.00",
  "occupation": "Glazier",
  "content_type": "ats_optimization_checklist",
  "word_count_target": "3000-4000",
  "meta_description": "ATS optimization checklist for glaziers: 25+ keywords by category, format rules, 15 bullet examples with metrics, professional summary templates, and a 20-point scoring checklist backed by BLS and O*NET data.",
  "prompt_version": "v2.0-cli"
}