电气工程师简历ATS优化清单

电气工程师在2024年拥有192,000个职位，预计到2034年每年有17,500个空缺，美国劳工统计局预计十年内就业增长7%——高于所有职业的平均水平 [1]。半导体、可再生能源、电力配送和电动汽车基础设施领域的需求激增，然而88%的雇主报告称合格候选人因简历缺乏ATS友好的格式和术语而被ATS（申请人追踪系统）筛除 [5]。年薪中位数为111,910美元，半导体制造和联邦国防合同中前10%的年薪超过175,460美元 [1][2]。如果您是一名竞争这些职位的电气工程师，您的简历需要在任何人阅读之前通过自动解析——这意味着准确理解ATS平台如何评估您的资质、关键词和文档结构。

本清单涵盖每个子专业——电力系统、控制、电路设计、嵌入式系统、电信——提供让电气工程简历获得排名和审阅的特定关键词、格式规则和优化策略。

核心要点

• PE/FE/EIT资质是二元ATS筛选器。 招聘人员在审查其他资质之前搜索"PE"和"EIT"作为精确匹配字符串。将这些放在您的姓名标题、证书部分和"Professional Summary"中，以确保在所有字段中都能被解析。
• 工具特定关键词优于通用软件引用。 "Altium Designer"和"PCB design software"是不同的ATS匹配。"Allen-Bradley ControlLogix"和"PLC programming"触发不同的搜索。始终列出职位发布中使用的确切产品名称。
• 量化的项目成果是唯一能在解析中存活的差异化因素。 电压等级（480V、13.8kV、230kV）、成本节约（减少120万美元材料成本）、效率提升（功率因数改善18%）和合规指标（14次检查零NEC违规）都以可搜索文本形式传递。
• 电气工程子专业有不同的关键词词汇。 电力系统工程师的简历和电路设计工程师的简历共享的ATS关键词比大多数候选人预期的要少。精确定位您的子专业。
• 格式错误导致无声拒绝。 表格、文本框、双列布局和页眉/页脚内容导致ATS解析器混淆字段分配——将您的雇主名称合并到技能部分，或完全丢失您的PE执照。

ATS系统如何筛选电气工程师简历

工程雇主使用的ATS系统——Workday、Taleo、iCIMS、Greenhouse、Lever——分三个阶段处理您的简历，任何阶段的失败都意味着招聘人员永远看不到您的申请 [5][8]。

阶段一：解析。 ATS从您的文档中提取文本并将其分配到结构化字段：姓名、联系方式、工作历史、教育、技能、证书。如果您的格式使用表格、文本框或多列布局，解析器会将内容分配到错误的字段或完全丢弃。放在页眉/页脚中的PE资质可能从解析输出中消失。

阶段二：关键词匹配。 系统将提取的文本与职位要求进行比较。它搜索精确字符串——"ETAP"、"NEC compliance"、"Arc Flash Analysis"、"SCADA"、"Allen-Bradley"。部分匹配因平台而异：一些将"AutoCAD Electrical"视为"AutoCAD"的匹配，其他则要求精确字符串。使用通用术语而非特定工具名称的候选人得分较低。

阶段三：排名。 简历根据关键词密度、资质匹配和工作年限解析进行评分和排名。招聘人员通常从可能超过200份申请的池中审查前10-25名候选人。您的简历需要排在前列才能获得人类关注。

实际含义：您的简历不是一份要被阅读的文档——它是一个要被解析、匹配和排名的数据集。每一个格式决定和关键词选择要么帮助要么妨碍这个过程。

电气工程师关键ATS关键词

以下关键词来源于O*NET对SOC 17-2071的任务描述、IEEE能力框架、NCEES PE考试内容规范，以及对当前电气工程职位发布的分析 [3][4][6]。在简历上按类别组织它们，而不是以平面列表形式排列。

电路设计与PCB

Altium Designer, OrCAD, KiCad, Eagle, Cadence Allegro, PCB layout, schematic capture, high-speed digital design, signal integrity, EMI/EMC compliance, impedance matching, 4-layer PCB, 6-layer PCB, multilayer board design, DFM (Design for Manufacturability), DFT (Design for Testability), BOM management, Gerber files, component selection

电力系统与配电

Power systems analysis, ETAP, SKM PowerTools, load flow analysis, short circuit analysis, arc flash analysis, protective relay coordination, power factor correction, transformer sizing, switchgear, motor control center (MCC), variable frequency drive (VFD), uninterruptible power supply (UPS), medium voltage (4.16kV, 13.8kV), low voltage (480V, 208V), NEC load calculations, demand analysis, single-line diagrams, power distribution unit (PDU)

控制与自动化

PLC programming, Allen-Bradley ControlLogix, Allen-Bradley CompactLogix, Siemens S7, Ladder Logic, Structured Text, Function Block Diagram, SCADA systems, HMI design, Wonderware, FactoryTalk, Ignition, DCS (Distributed Control System), process instrumentation, P&ID review, loop tuning, control panel design, motor starter circuits, VFD commissioning

软件与仿真工具

MATLAB, Simulink, SPICE (LTspice, PSpice), AutoCAD Electrical, ETAP, Revit MEP, Python, LabVIEW, MathCAD, Multisim, ANSYS Maxwell, COMSOL, PSCAD, DIgSILENT PowerFactory, EasyPower

标准与合规

NEC (National Electrical Code), NFPA 70, NFPA 70E, IEEE standards, IEEE 1584 (Arc Flash), IEEE 519 (Harmonics), UL listing, IEC standards, NESC (National Electrical Safety Code), OSHA electrical safety, ANSI standards, API electrical classifications, Class I Division 1/Division 2 (hazardous locations), ATEX, NETA testing standards

证书与资质

Professional Engineer (PE), Engineer in Training (EIT), Fundamentals of Engineering (FE), Certified Energy Manager (CEM), LEED AP, PMP, NETA Certified Electrical Testing Technician, OSHA 30-Hour, Six Sigma Green Belt, Certified Automation Professional (CAP)

简历格式要求

ATS解析器按顺序阅读文档——从左到右、从上到下——并根据章节标题识别将内容分配到字段 [5]。电气工程简历必须遵守以下格式规则才能正确解析。

文件格式

除非发布明确要求PDF，否则提交.docx。Word文档在所有主要ATS平台上解析更可靠。如果需要PDF，从Word导出而不是在图形工具中设计——这保留了ATS提取关键词所需的底层文本层。

布局结构

• 仅限单列。 双列布局导致ATS交叉排列左右内容，产生乱码输出。列出工具的侧边栏与工作历史并列会不可预测地合并。
• 无表格、文本框或图形。 工程师经常使用表格来组织软件熟练度网格或项目矩阵。ATS以不可预测的顺序读取表格单元格或完全跳过它们。
• 关键内容不要放在页眉或页脚中。 您的姓名、PE资质和联系方式属于文档正文——许多ATS平台在解析过程中忽略页眉/页脚内容。
• 标准章节标题。 准确使用："Professional Summary"、"Experience"或"Professional Experience"、"Education"、"Skills"或"Technical Skills"、"Certifications"、"Projects"（可选）。非标准标题如"Engineering Toolkit"或"Technical Arsenal"可能无法映射到ATS字段。

字体和间距

使用10-12pt的标准字体（Calibri、Arial、Times New Roman、Garamond）。最小0.5英寸边距。避免压缩或装饰字体——它们解析方式相同，但向人类审阅者发出判断不当的信号。仅对章节标题和职位名称使用粗体；避免对关键词使用斜体，因为某些OCR层会误读斜体字符。

姓名和资质标题

在文档正文的第一行格式化您的姓名和资质：

JAMES PARK, PE, CEM
Electrical Engineer | Power Systems & Distribution
[email protected] | (555) 345-6789 | linkedin.com/in/jamesparkpe

这确保ATS在姓名字段中捕获您的PE称号，在标题字段中捕获您的子专业。在姓名后和证书部分中都包含"PE"创建了冗余，无论ATS读取哪个字段都能保证解析。

工作经验优化

电气工程成就在包含系统规格、项目规模、量化成果和标准合规性时变得具有ATS竞争力。像"designed electrical systems"这样的通用描述不包含可搜索的差异化因素。

要点公式

[动作动词] + [系统/交付物] + [工具/标准] + [规模指标] + [成果/影响]

入门级示例（0-4年，EIT/FE）

• Designed branch circuit layouts and panel schedules for 3 commercial buildings totaling 85,000 sq ft using AutoCAD Electrical, maintaining NEC Article 220 load calculation compliance and achieving 100% first-review approval from the Authority Having Jurisdiction
• Programmed Allen-Bradley CompactLogix PLC using Ladder Logic for automated conveyor sorting system, reducing manual sorting errors by 34% and increasing throughput from 1,200 to 1,600 units per shift
• Performed arc flash analysis on 480V distribution system using ETAP for 6-building industrial campus, generating IEEE 1584-compliant labels for 42 panels and reducing incident energy levels at 8 locations through protective device coordination adjustments
• Conducted power quality monitoring across 3 manufacturing facilities using Fluke 1760 analyzers, identifying harmonic distortion exceeding IEEE 519 limits and recommending passive filter installation that reduced THD from 12% to 4.2%
• Created 150+ electrical construction drawings including single-line diagrams, riser diagrams, and lighting plans for $4.2M hospital renovation, incorporating NEC Article 517 healthcare facility requirements and maintaining 96% first-submission approval rate

中级示例（5-10年，PE）

• Led electrical design for $35M data center expansion including 4MW of redundant UPS capacity, N+1 generator configuration, and 2N power distribution architecture, delivering construction documents 3 weeks ahead of schedule with zero RFIs during bidding
• Managed protective relay coordination study for 138kV/13.8kV substation serving municipal utility, programming 28 SEL relays and reducing fault clearing time from 15 cycles to 5 cycles while maintaining IEEE C37.112 coordination margins
• Directed arc flash hazard mitigation program across 12 industrial facilities, performing ETAP short circuit and coordination studies on 3,200 devices, reducing maximum incident energy from 42 cal/cm2 to 8 cal/cm2 through bus differential protection and zone-selective interlocking
• Designed SCADA system upgrade for 22-station wastewater collection network using Ignition platform, integrating 340 I/O points with existing Allen-Bradley ControlLogix PLCs and reducing operator response time to alarm conditions by 62%
• Performed load flow and voltage drop analysis for 15-mile 34.5kV distribution feeder using ETAP, identifying 3 voltage regulation deficiencies and specifying capacitor bank installations that improved power factor from 0.84 to 0.97, saving the utility $180K annually in reactive power penalties

高级示例（10+年，PE，项目经理）

• Directed $120M electrical infrastructure program for semiconductor fabrication facility, managing 18-person multidisciplinary team across power distribution (60MVA service), grounding, lightning protection, and cleanroom ESD control systems — delivering the project within 2% of budget
• Established company-wide electrical design standards and QA/QC protocols for 65-engineer firm, reducing construction change orders attributable to electrical design errors by 38% across $400M annual project portfolio
• Negotiated $8.5M professional services contract with investor-owned utility for system-wide protective relay modernization covering 14 substations, transitioning from electromechanical to microprocessor-based relays and achieving zero misoperations during 24-month construction phase
• Led feasibility study and detailed design for 50MW solar photovoltaic facility including medium-voltage collector system, 230kV interconnection, and SCADA integration, securing state Public Utilities Commission approval and utility interconnection agreement
• Managed commissioning and startup of 230kV gas-insulated switchgear (GIS) substation for regional transmission operator, coordinating 40-person field team through 6-month testing protocol and achieving energization on scheduled date with zero safety incidents

"Skills"章节策略

"Skills"章节有双重目的：为ATS匹配提供关键词密度，为人类审阅者提供快速浏览参考。为两者进行结构化。

推荐格式

将技能分为3-4个子标题下的组，而不是列在单个块中。这改善了ATS解析（清晰的分类）和人类可读性。

Design & Analysis Software: AutoCAD Electrical, ETAP, Altium Designer, Revit MEP, MATLAB/Simulink, LTspice, SKM PowerTools, MathCAD

Controls & Automation: Allen-Bradley ControlLogix/CompactLogix, Siemens S7, Ladder Logic, Structured Text, SCADA (Ignition, Wonderware), HMI Design, FactoryTalk

Power Systems: Load flow analysis, short circuit analysis, arc flash studies (IEEE 1584), protective relay coordination, power factor correction, harmonic analysis (IEEE 519), demand analysis, single-line diagrams

Standards & Codes: NEC (NFPA 70), NFPA 70E, IEEE C37, IEEE 1584, IEEE 519, NESC, UL listing, IEC 61131-3, OSHA electrical safety, Class I Div 1/Div 2

与职位发布保持一致

提交前阅读特定的职位发布。如果发布说"Allen-Bradley ControlLogix"，不要只写"PLC programming"——即使ControlLogix是PLC，ATS执行的是字符串匹配而非概念匹配。如果发布说"arc flash analysis"，使用那个确切的短语，而不是"electrical safety study"。精确匹配他们的词汇。

证书作为关键词

首次出现时列出证书的缩写和全称：

• Professional Engineer (PE) — [State], License #12345
• Fundamentals of Engineering (FE) — Passed 2022
• Certified Energy Manager (CEM) — Association of Energy Engineers
• NETA Certified Electrical Testing Technician — Level III
• OSHA 30-Hour Construction Safety

这确保无论招聘人员搜索"PE"、"Professional Engineer"、"CEM"还是"Certified Energy Manager"，ATS都能匹配。

电气工程师常犯的ATS错误

1. 仅在姓名后列出"PE"

在姓名行写"PE"而不在证书部分也列出它，意味着ATS可能不会将其映射到资质字段。一些平台解析姓名行后缀；许多则完全忽略它们。在您的姓名、"Professional Summary"和证书部分都列出PE——三重冗余保证至少一个字段能捕获它。PE电气和计算机考试的通过率约为49%，使该资质成为值得强调的真正差异化因素 [7]。

2. 使用通用电压引用

写"designed electrical systems"包含零可搜索规格。"Designed 480V, 3-phase power distribution system with 2,000A main switchboard"包含电压等级、配置和设备类型——都是可搜索的ATS术语。在每个相关要点中指定电压等级（120V、208V、277V、480V、4.16kV、13.8kV、34.5kV、69kV、138kV、230kV）。

3. 缩写标准而不给出全称

写"per IEEE standards"对ATS几乎毫无价值。"Per IEEE 1584 arc flash hazard calculations and IEEE 519 harmonic distortion limits"提供了两个特定的可搜索标准编号。招聘人员搜索特定的IEEE标准编号，而不是通用术语。

4. 遗漏PLC平台名称

"PLC programming experience"是一个类别，不是关键词。招聘人员搜索"Allen-Bradley"、"ControlLogix"、"Siemens S7"或"CompactLogix"——实际的硬件平台。如果您编程过特定的PLC，请命名它们。"PLC programming"和"Allen-Bradley ControlLogix programming using Ladder Logic and Structured Text"之间的区别就是被过滤掉和排名第一的区别。

5. 使用图形表示软件熟练度

条形图、星级评定和进度圆圈显示"ETAP: 85%"对ATS不可见。系统从嵌入图形中提取零文本。用文本替换视觉熟练度指标："ETAP — Advanced (7+ years, daily production use including arc flash, coordination, load flow, and motor starting studies)."

6. 混淆电气工程和电子工程

ATS将"Electrical Engineer"和"Electronics Engineer"视为不同的职业搜索（SOC 17-2071 vs. 17-2072）。如果您申请电气工程角色，请确保您的简历标题、摘要和经验始终使用"Electrical Engineer"，而不是"Electronics Engineer"或"Electrical/Electronics Engineer"——除非发布使用组合术语 [3]。

7. 埋没危险区域经验

如果您有Class I Division 1/Division 2电气分类、NEC Article 500/505或ATEX认证设备的经验，请使其突出。这些是石油天然气、化工、制药和采矿雇主的高价值ATS关键词，他们专门筛选危险区域专业知识。仅在埋没的要点中列出此经验会降低您在这些专业角色中的匹配分数。

ATS友好的"Professional Summary"示例

您的"Professional Summary"应包含3-5句话，涵盖您的最高价值关键词、资质状态、工作年限和子专业重点。在某些平台上，ATS对文档中较早出现的内容赋予更高权重 [5]。

示例一：电力系统工程师（职业中期，PE）

Professional Engineer (PE) with 8 years of experience in power systems design and analysis, specializing in medium-voltage distribution (4.16kV-34.5kV), protective relay coordination, and arc flash hazard mitigation. Proficient in ETAP, SKM PowerTools, and AutoCAD Electrical with demonstrated ability to deliver $5M-$40M electrical infrastructure projects from conceptual design through construction administration and commissioning. Performed IEEE 1584 arc flash studies and NEC compliance reviews across 200+ industrial and commercial facilities. Led engineering teams of up to 8 on utility substation, data center, and manufacturing facility projects while maintaining schedules within 5% variance.

示例二：控制工程师（早期职业，EIT）

Electrical Engineer in Training (EIT) with 3 years of experience in controls and automation engineering, specializing in PLC programming, SCADA system design, and industrial process instrumentation. Skilled in Allen-Bradley ControlLogix and CompactLogix platforms using Ladder Logic and Structured Text, with hands-on commissioning experience across food & beverage, pharmaceutical, and water/wastewater facilities. Designed HMI interfaces using FactoryTalk View and Ignition, integrating 500+ I/O points across 4 facility-wide automation projects. FE exam passed; pursuing PE licensure with projected eligibility in 2028.

示例三：高级电气工程师（PE，项目经理）

Licensed Professional Engineer (PE) with 16 years of progressive experience in electrical engineering, managing $10M-$120M projects including semiconductor fabrication facilities, utility-scale solar installations, and critical power infrastructure for data centers and healthcare facilities. Expert in ETAP, AutoCAD Electrical, and Revit MEP with deep knowledge of NEC, NFPA 70E, IEEE 1584, and NESC requirements across low-voltage, medium-voltage, and high-voltage systems. Proven track record directing multidisciplinary teams of 15+ engineers, negotiating professional services contracts, and delivering projects for utility, industrial, and institutional clients with a 97% on-time completion rate. Certified Energy Manager (CEM) with 12 completed energy audits identifying cumulative savings exceeding $4.2M annually.

电气工程简历动作动词

使用精确的技术动作动词来表明工程能力，而不是通用的管理语言。在各要点间轮换动词以避免重复。

设计与分析

Designed, Engineered, Modeled, Simulated, Calculated, Analyzed, Specified, Sized, Dimensioned, Evaluated

实施与施工

Installed, Commissioned, Calibrated, Programmed, Configured, Integrated, Tested, Validated, Troubleshot, Debugged

项目领导

Directed, Managed, Coordinated, Supervised, Led, Oversaw, Mentored, Delegated, Negotiated, Contracted

技术沟通

Documented, Prepared, Authored, Presented, Reviewed, Approved, Submitted, Reported, Specified, Drafted

流程改进

Optimized, Reduced, Improved, Upgraded, Modernized, Streamlined, Automated, Enhanced, Standardized, Consolidated

ATS评分清单

每次申请前使用此清单。每个未勾选的项目都会降低您的ATS匹配分数。

文档结构

• [ ] 文件保存为.docx（除非明确要求PDF）
• [ ] 单列布局，无表格、文本框或图形
• [ ] 姓名和资质在文档正文中，不在页眉/页脚中
• [ ] 标准章节标题（"Professional Summary"、"Experience"、"Education"、"Skills"、"Certifications"）
• [ ] 10-12pt标准字体（Calibri、Arial、Times New Roman）
• [ ] 所有边最小0.5英寸边距

资质与证书

• [ ] PE/EIT/FE列在姓名行、"Professional Summary"和证书部分
• [ ] 完整的资质名称与缩写配对（Professional Engineer (PE)）
• [ ] PE包含执照号和州
• [ ] 所有相关证书列出颁发机构

关键词覆盖

• [ ] 发布中的职位名称出现在您的简历标题和摘要中
• [ ] 特定软件工具与发布术语精确匹配（不是通用等效物）
• [ ] 经验要点中包含电压等级和系统规格
• [ ] 行业特定标准按编号引用（IEEE 1584，不是"IEEE standards"）
• [ ] PLC/控制平台名称已指定（Allen-Bradley ControlLogix，不仅仅是"PLC"）

经验部分

• [ ] 每个要点遵循公式：动作动词+系统+工具/标准+指标+成果
• [ ] 每个职位最少3个带量化成就的要点
• [ ] 大多数要点中包含美元值、百分比、数量和电压等级
• [ ] 适用时包含法规合规和规范引用
• [ ] 没有要点以"Responsible for"或"Duties included"开头

"Skills"章节

• [ ] 技能按3-4个类别子标题组织
• [ ] 软件工具列出特定版本/产品（AutoCAD Electrical，不是AutoCAD）
• [ ] 技能与目标职位发布的确切术语匹配
• [ ] 无熟练度条形图、图表或图形指标

常见问题

我应该获取PE执照以提高简历的ATS表现吗？

PE执照是电气工程ATS筛选中价值最高的单一资质。公用事业、工程咨询公司和政府机构的招聘人员经常使用"PE"作为强制筛选条件——没有它的简历会自动被排除在考虑范围之外。BLS报告执照对入门级职位不是必需的，但盖章图纸、领导项目或向公众提供服务的经验丰富的工程师需要它 [1]。PE电气和计算机考试是最具挑战性的专业工程考试之一，总体通过率约为49% [7]。如果您已通过FE考试并持有EIT身份，请使其突出——它表明您正在执照轨道上。如果您有资格参加PE考试，参加并通过它是您能为简历竞争力做的最有影响力的事情。

如何处理跨多个电气工程子专业的经验？

根据特定发布定制您的简历，而不是创建一份万能文档。一份同时列出电力系统、控制、电路设计和电信关键词的简历会稀释您在任何单个职位上的相关性分数。如果您有真正的跨学科经验，请在摘要和领先经验要点中强调与发布匹配的学科，然后将次要学科作为支持上下文。ATS根据与发布相关的关键词密度对简历进行排名——分散在四个子专业中的关键词比集中在一个子专业中的得分更低 [3][5]。保留一份包含所有经验的主简历，然后为每次申请创建学科特定版本。

哪些电气工程软件工具被招聘人员搜索最多？

根据职位发布分析，最常搜索的工具因子专业而异。电力系统：ETAP、SKM PowerTools、AutoCAD Electrical和Revit MEP。控制：Allen-Bradley Studio 5000/RSLogix、Siemens TIA Portal、Wonderware/Ignition和FactoryTalk。电路设计：Altium Designer、OrCAD、Cadence Allegro和LTspice。分析：MATLAB/Simulink、PSCAD和DIgSILENT PowerFactory [3][6]。关键的ATS教训是具体性——"Altium Designer"和"PCB design software"是不同的关键词匹配。列出确切的工具名称，如果您有多个版本或模块的经验，也列出它们。

ATS会惩罚超过一页的简历吗？

ATS不会惩罚长度。系统对所有页面的关键词匹配和排名同等解析。然而，接收ATS筛选简历的人类审阅者确实有长度期望。少于5年经验的候选人一页。有5-10年经验和大量项目组合的持牌PE两页。有15+年经验、PE执照和项目管理经验的高级工程师两到三页。电气工程年薪中位数111,910美元——前列收入超过175,460美元——反映了需要展示深度经验的角色 [1][2]。您的简历长度应与您的资格所代表的资历级别相匹配。

如何列出涉及机密或专有工作的电气工程项目？

您可以描述技术范围和您的角色，而不会泄露机密详情或专有信息。专注于系统规格、使用的工具、应用的标准和量化成果，同时省略客户名称和项目特定的识别细节。例如："Designed 13.8kV medium-voltage distribution system for government defense facility using ETAP, performing load flow analysis for 12MVA total connected load and specifying protective relay coordination per IEEE C37.112." 这个要点包含电压等级、工具、分析类型、负载规格和标准——都是高度可搜索的ATS关键词——而不透露任何机密信息。用通用描述替换客户名称："government defense facility"、"classified aerospace program"或"Fortune 100 semiconductor manufacturer"。

引用：

[1] Bureau of Labor Statistics, "Electrical and Electronics Engineers," Occupational Outlook Handbook, https://www.bls.gov/ooh/architecture-and-engineering/electrical-and-electronics-engineers.htm

[2] Bureau of Labor Statistics, "Occupational Employment and Wages, May 2024 — 17-2071 Electrical Engineers," https://www.bls.gov/oes/current/oes172071.htm

[3] O*NET OnLine, "17-2071.00 — Electrical Engineers," https://www.onetonline.org/link/summary/17-2071.00

[4] IEEE — Institute of Electrical and Electronics Engineers, https://www.ieee.org/

[5] Select Software Reviews, "Applicant Tracking System Statistics (Updated for 2026)," https://www.selectsoftwarereviews.com/blog/applicant-tracking-system-statistics

[6] ResumeAdapter, "Electrical Engineer Resume Keywords (2026)," https://www.resumeadapter.com/blog/electrical-engineer-resume-keywords

[7] NCEES, "PE Exam — Electrical and Computer," https://ncees.org/exams/pe-exam/electrical-and-computer/

[8] NSPE, "What is a PE?," https://www.nspe.org/resources/licensure/what-pe

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