医学剂量师简历ATS优化清单：让您的简历通过筛选软件

据估计，2022年有11.3%的医学剂量学职位处于空缺状态，即使美国医学剂量师协会（AAMD）预测到2035年每年将短缺50名剂量师——从2021年每年仅短缺10名增加。尽管需求不断增长，合格的候选人仍然因为简历从未到达人类审阅者手中而错失面试机会。罪魁祸首：ATS（申请人追踪系统）在放射肿瘤科招聘经理阅读之前就已经对简历进行筛选、排名和拒绝。

如果您持有认证医学剂量师（CMD）证书并能熟练制作VMAT计划，但ATS无法解析您的简历，这些都毫无意义。本指南详细解析ATS软件如何评估剂量师简历，哪些关键词能触发高匹配分数，以及如何组织每个章节使您的资质转化为面试机会。

ATS系统如何处理剂量师简历

医院、癌症中心和医疗人力资源机构使用的ATS——包括Workday、iCIMS、Taleo和HealthcareSource——在收到剂量师简历时遵循可预测的工作流程。

1. 解析和字段提取

ATS首先将您的文档解析为结构化字段：联系信息、工作经历、教育背景、技能和证书。它将每个文本块映射到数据库字段。对于剂量师来说，这一步是专业术语变得至关重要的地方。遇到"CMD"的系统需要上下文线索（如"Medical Dosimetrist Certification Board"或"Certified Medical Dosimetrist"）才能正确将其分类为证书而不是无关的缩写。

治疗计划系统名称带来另一个解析挑战。"Eclipse"可能被识别为通用词汇，除非伴随"Varian Eclipse Treatment Planning System"或"Eclipse TPS"。"Pinnacle"（Philips Pinnacle）、"RayStation"（RaySearch RayStation）和"Monaco"（Elekta Monaco）同理。

2. 关键词匹配和评分

解析完成后，ATS将您的简历内容与职位需求进行比较。职位发布中的每一项要求——无论是"IMRT treatment planning"还是"brachytherapy dose calculations"——都成为系统评分的关键词。匹配更高比例必需和优选资质的简历在招聘人员队列中排名更高。

医疗保健专用ATS平台通常对证书和执照赋予较高权重。要求"CMD certification"的职位发布会惩罚缺少该确切短语的简历，即使您在其他地方列出了"MDCB certified"。两者都很重要；请同时包含。

3. 淘汰筛选

许多放射肿瘤科配置了淘汰问题：您是否持有有效的CMD？您是否有使用[特定TPS]的经验？您是否使用过[特定直线加速器品牌]？如果您的简历不包含对这些筛选的清晰可解析答案，无论您的资质如何，都会被自动拒绝。

4. 排名候选人的招聘人员审阅

只有在通过解析、关键词评分和淘汰筛选之后，您的简历才会出现在招聘人员的排名列表中。在MD Anderson、Memorial Sloan Kettering或Mayo Clinic等主要癌症中心，一个剂量师职位可能吸引40-80份申请。招聘人员通常审阅排名前10-15份简历。您文档中的一切都需要为进入该顶级梯队而努力。

剂量师简历的必备关键词和短语

以下关键词按类别组织。这些术语在ASTRO职业中心、AAMD招聘板和主要医疗招聘平台上的剂量师职位发布中持续出现。请将它们自然地融入您的"Professional Summary"、工作经历项目符号和技能列表中——而不是塞进隐藏部分。

治疗计划系统和软件

• Varian Eclipse Treatment Planning System
• Philips Pinnacle Treatment Planning System
• RaySearch RayStation
• Elekta Monaco
• Accuray Precision (for CyberKnife/TomoTherapy)
• Oncentra Brachy (Elekta brachytherapy planning)
• MIM Software (contouring, image fusion)
• Varian ARIA Oncology Information System
• Elekta MOSAIQ Record and Verify System
• ProSoma Virtual Simulation
• Velocity (image registration)

治疗技术和模式

• Intensity-Modulated Radiation Therapy (IMRT)
• Volumetric Modulated Arc Therapy (VMAT)
• Stereotactic Body Radiation Therapy (SBRT)
• Stereotactic Radiosurgery (SRS)
• Image-Guided Radiation Therapy (IGRT)
• 3D Conformal Radiation Therapy (3D-CRT)
• Brachytherapy (HDR and LDR)
• Total Body Irradiation (TBI)
• Total Skin Electron Therapy (TSET)
• Proton therapy planning
• Adaptive radiation therapy
• FLASH radiotherapy (emerging)

临床和技术技能

• Radiation dose calculation
• Treatment plan optimization
• Isodose distribution analysis
• Dose-volume histogram (DVH) evaluation
• Beam arrangement design
• Multi-leaf collimator (MLC) optimization
• Bolus design and compensator fabrication
• Immobilization device design
• Quality assurance (QA) protocols
• Patient-specific QA (PSQA)
• Plan verification and validation
• Radiation safety and protection
• CT simulation
• Image fusion (CT/MRI/PET)
• Organ-at-risk (OAR) contouring
• Target volume delineation (GTV, CTV, PTV)

证书和资质

• Certified Medical Dosimetrist (CMD)
• Medical Dosimetrist Certification Board (MDCB)
• JRCERT-accredited program graduate
• ARRT (American Registry of Radiologic Technologists) — if applicable
• State radiation therapy license (state-specific)

软技能和职业能力

• Interdisciplinary collaboration (radiation oncologist, medical physicist, radiation therapist)
• Patient communication
• Attention to detail
• Critical thinking and problem-solving
• Time management under clinical deadlines
• Peer review participation
• Continuing education commitment
• HIPAA compliance
• Mentoring and training

剂量师简历的ATS格式优化

格式错误是剂量师简历被ATS软件拒绝的最可预防的原因。请遵循以下规则。

文件格式

除非招聘帖明确要求PDF，否则请提交 .docx 文件。虽然现代ATS平台可以处理两种格式，但一些社区医院和门诊癌症中心使用的较旧系统仍然在PDF解析上有困难。如果确实提交PDF，请确保它是基于文本的——绝不是扫描图像。

排版和结构

• 使用单栏布局。 双栏简历、侧边栏和文本框会混淆ATS解析器。系统从左到右、从上到下阅读。分栏会导致句子跨越不相关的章节合并。
• 使用标准章节标题。 "Professional Experience"或"Work Experience"——不要使用"My Journey in Dosimetry"或"Clinical Background"。ATS软件寻找常规标题来将内容映射到数据库字段。
• 避免使用表格排列内容。 表格是技能章节常见的格式选择，但ATS解析器通常以不可预测的顺序读取表格单元格。改用简单的逗号分隔列表或项目符号列表。
• 不要将关键信息放在页眉和页脚中。 许多ATS平台无法读取页眉/页脚内容。您的姓名、电话号码和电子邮件应出现在文档正文中。
• 使用标准字体。 Calibri、Arial、Times New Roman或Garamond，10-12pt。装饰性字体可能导致字符识别失败。
• 无图形、图标或图片。 ATS无法解读视觉元素。您技能章节旁边的辐射符号图标不会增加ATS分数，反而可能破坏解析。

章节顺序

对于有临床经验的剂量师，使用以下顺序：

1. 联系信息
2. "Professional Summary"
3. "Certifications and Licenses"
4. "Technical Skills" / Treatment Planning Systems
5. "Professional Experience"
6. "Education"
7. Professional Affiliations（AAMD、ASTRO）
8. Publications / Presentations（如适用）

将证书和技术技能放在工作经历之前是一种有意的ATS策略。CMD认证和特定TPS经验的淘汰筛选通常在系统到达您的工作经历章节之前就已触发。前置这些细节增加了您通过自动筛选的机会。

逐章优化指南

"Professional Summary"

您的"Professional Summary"应为3-5句话，融入高价值关键词，同时传达您的具体经验水平和专业方向。避免通用语言。以下是针对不同经验水平的三种变体：

变体1：资深CMD（7年以上）

Certified Medical Dosimetrist (CMD) with 9 years of clinical experience in a high-volume NCI-designated cancer center, specializing in IMRT, VMAT, SBRT, and HDR brachytherapy treatment planning. Proficient in Varian Eclipse and RaySearch RayStation with a track record of reducing plan turnaround time by 25% through workflow optimization and automated planning protocols. Completed 3,200+ treatment plans with a 99.4% first-pass QA rate. Active AAMD member with publications in the Journal of Medical Dosimetry on adaptive radiation therapy techniques.

变体2：中级CMD（3-6年）

Certified Medical Dosimetrist with 4 years of progressive clinical experience across academic and community radiation oncology settings. Skilled in Eclipse, Pinnacle, and MOSAIQ treatment planning and record-and-verify systems, with demonstrated expertise in IMRT/VMAT optimization, SRS planning, and image-guided radiation therapy. Generated 150+ treatment plans per month while maintaining QA compliance above 98%. MDCB-certified with 30+ continuing education credits and proficiency in CT simulation, OAR contouring, and DVH evaluation.

变体3：应届毕业生/初入职场

Recent graduate of a JRCERT-accredited medical dosimetry program with clinical rotation experience at two NCI-designated cancer centers. Trained in Varian Eclipse and Elekta Monaco treatment planning systems with hands-on experience in IMRT, VMAT, 3D-CRT, and HDR brachytherapy planning. Completed 500+ supervised treatment plans during clinical rotations with emphasis on dose optimization and organ-at-risk sparing. CMD exam eligible with a strong foundation in radiation physics, clinical oncology, and radiobiology.

包含量化项目符号的"Work Experience"

工作经历项目符号应遵循以下公式：动作动词 + 您做了什么 + 量化结果。以下是15个展示ATS筛选简历所需具体程度的范例：

1. Designed and optimized 180+ IMRT and VMAT treatment plans per month for head and neck, thoracic, and pelvic malignancies using Varian Eclipse TPS, achieving a 99.2% first-pass physicist QA approval rate.

2. Reduced average plan turnaround time from 48 hours to 28 hours by developing standardized VMAT templates for prostate, breast, and lung cases, increasing departmental throughput by 35%.

3. Performed dose calculations for 45 HDR brachytherapy cases annually using Oncentra Brachy, collaborating with the radiation oncologist to optimize dwell times and achieve target coverage of D90 > 100% while maintaining rectal dose constraints below 75 Gy EQD2.

4. Implemented RayStation adaptive planning workflows for head and neck patients, reducing the need for mid-treatment replanning by 40% through automated plan-of-the-day selection.

5. Contoured organs-at-risk and target volumes (GTV, CTV, PTV) for 25+ patients weekly using MIM Software with CT/MRI/PET fusion, maintaining consistency with RTOG contouring guidelines.

6. Led patient-specific QA program using ArcCHECK and MapCHECK devices, performing gamma analysis (3%/3mm criteria) on all IMRT/VMAT plans with a 97.8% pass rate across 1,400+ annual measurements.

7. Developed 12 SRS treatment plans per month for intracranial lesions using Eclipse and BrainLab Elements, achieving conformity indices of 1.0-1.2 and gradient indices below 3.5 for single-fraction treatments.

8. Trained and mentored 3 medical dosimetry students during JRCERT-accredited clinical rotations, covering treatment planning fundamentals, Eclipse navigation, contouring techniques, and QA procedures.

9. Collaborated with medical physicists to commission a new Varian TrueBeam linear accelerator, validating beam data across 15 photon and electron energies and configuring Eclipse beam models within 1% agreement to measured data.

10. Managed treatment planning workflow for a 6-linac department treating 120+ patients daily, coordinating plan priorities with radiation oncologists and therapists through ARIA and MOSAIQ systems.

11. Executed total body irradiation (TBI) dose calculations for 8-10 bone marrow transplant patients annually, achieving prescribed midplane dose uniformity within +/- 10% across all calculation points.

12. Participated in weekly peer review and tumor board conferences, presenting treatment plans for multidisciplinary evaluation and incorporating feedback from radiation oncologists, surgeons, and medical oncologists.

13. Authored departmental standard operating procedures for SBRT lung planning, defining optimal beam arrangements, MLC margins, and dose constraints that reduced planning variability across 4 dosimetrists by 60%.

14. Conducted monthly linac QA in collaboration with physics staff, performing output measurements, MLC calibration verification, and IGRT system checks to maintain compliance with ACR and ASTRO quality standards.

15. Reduced organ-at-risk doses in esophageal cancer plans by an average of 15% through implementation of multi-criteria optimization (MCO) techniques in RayStation, improving therapeutic ratio for concurrent chemoradiation patients.

"Skills"章节

为ATS解析和人类可读性结构化您的技能章节。按明确的子标题分组技能：

TREATMENT PLANNING SYSTEMS
Varian Eclipse | RaySearch RayStation | Philips Pinnacle | Elekta Monaco | Oncentra Brachy

RECORD & VERIFY SYSTEMS
Varian ARIA | Elekta MOSAIQ

TREATMENT TECHNIQUES
IMRT | VMAT | SBRT | SRS | 3D-CRT | HDR Brachytherapy | LDR Brachytherapy | TBI | TSET | IGRT

CLINICAL SKILLS
Dose Calculation | Plan Optimization | DVH Analysis | OAR Contouring | Target Delineation
CT Simulation | Image Fusion (CT/MRI/PET) | Patient-Specific QA | Gamma Analysis

QA TOOLS
ArcCHECK | MapCHECK | MatriXX | Ion Chamber Measurements | Film Dosimetry

使用竖线字符 | 或逗号分隔条目——两者都能干净地解析。避免在单行技能中使用项目符号，因为某些ATS平台可能会错误解读它们。

"Education"和"Certifications"

将证书列在教育之前或旁边，以确保它们在解析文档中较早出现：

CERTIFICATIONS
Certified Medical Dosimetrist (CMD) — Medical Dosimetrist Certification Board (MDCB), 2019
  Renewal: 2024 | 50 CE credits completed per 5-year cycle

EDUCATION
Master of Science in Medical Dosimetry — University of [Name], 2018
  JRCERT-Accredited Program | Clinical Rotations: [Hospital Name], [Hospital Name]

Bachelor of Science in Radiation Therapy — University of [Name], 2016
  ARRT Certified (R.T.(T)) | State License: [State]

包含认证机构的全称（Medical Dosimetrist Certification Board）以及缩写（MDCB）。ATS系统可能搜索其中任一。JRCERT（Joint Review Committee on Education in Radiologic Technology）同理——至少完整拼写一次。

剂量师在ATS筛选简历中常犯的错误

1. 列出"Dosimetry"而不指明类型

"Experienced in dosimetry"太模糊。ATS系统匹配特定术语："radiation treatment planning""medical dosimetry""IMRT dosimetry""brachytherapy dosimetry"。仅凭"dosimetry"一词可能无法触发招聘人员配置的关键词匹配。始终将该术语与其临床背景搭配使用。

2. 仅使用缩写而不包含完整拼写

写"VMAT"而从未提及"Volumetric Modulated Arc Therapy"意味着您错过了一半的潜在关键词匹配。有些职位发布使用缩写；另一些则拼写完整术语。首次引用时两者都包含，之后使用缩写："Volumetric Modulated Arc Therapy (VMAT) treatment planning."

3. 遗漏治疗计划系统供应商名称

"Proficient in Eclipse"对ATS来说含糊不清。"Proficient in Varian Eclipse Treatment Planning System"则毫无歧义。始终将供应商名称与软件名称一起包含。当招聘人员按供应商搜索时这也有帮助：一家运行全Varian设备的医院会搜索"Varian"作为关键词。

4. 未量化临床产出

"Responsible for treatment planning"没有告诉ATS任何关于您产量、效率或质量的信息。替换为"Designed 160+ IMRT/VMAT treatment plans per month with a 98.5% first-pass QA approval rate."数字不仅仅是给人类审阅者看的——一些ATS平台将量化成就作为能力指标进行索引。

5. 使用功能性简历格式

功能性简历（基于技能，无时间顺序的工作经历）有两个问题。首先，ATS系统期望时间顺序或混合格式，可能无法正确解析经验日期。其次，放射肿瘤科招聘人员专门寻找临床环境中的职业发展——您在哪里工作、工作了多长时间、以什么身份。功能性格式掩盖了这些信息。

6. 忽略专业协会

AAMD（American Association of Medical Dosimetrists）和ASTRO（American Society for Radiation Oncology）的会员身份表明了专业参与。更实际的是，癌症中心的招聘人员经常搜索"AAMD"或"ASTRO"作为补充关键词。一行专业协会章节不费什么但增加了关键词价值。

7. 每次申请提交相同的简历

申请质子治疗中心的剂量师需要与申请拥有两台直线加速器的社区医院的剂量师不同的关键词侧重。质子治疗中心会筛选"proton treatment planning""pencil beam scanning"和"Accuray"或"IBA"或"Varian ProBeam"。社区医院则优先考虑"Eclipse""IMRT"和"high-volume planning"。请根据每个职位发布的具体要求和技术栈定制您的简历。

剂量师完整ATS优化清单

请在每次申请提交前打印此清单并审阅。

格式和结构

• [ ] 简历以 .docx 格式保存（如果要求则使用基于文本的PDF）
• [ ] 单栏布局，无表格、文本框或侧边栏
• [ ] 标准章节标题（"Professional Summary"、"Experience"、"Education"、"Skills"）
• [ ] 联系信息在文档正文中，不在页眉/页脚中
• [ ] 标准字体（Calibri、Arial、Times New Roman），10-12pt
• [ ] 无图形、图标、图片或装饰元素
• [ ] 无可能破坏解析的特殊字符（破折号、智能引号）
• [ ] 文件名遵循惯例：FirstName_LastName_Dosimetrist_Resume.docx

关键词和内容

• [ ] CMD认证已完整拼写："Certified Medical Dosimetrist (CMD)"
• [ ] MDCB已完整拼写："Medical Dosimetrist Certification Board (MDCB)"
• [ ] 治疗计划系统包含供应商名称（例如"Varian Eclipse"）
• [ ] 所有治疗技术首次使用时完整拼写并附缩写（例如"IMRT""VMAT""SBRT"）
• [ ] 记录验证系统已命名（ARIA或MOSAIQ）
• [ ] 至少包含20个来自职位发布的岗位特定关键词
• [ ] 关键词在上下文中出现（工作经历项目符号和摘要），不仅仅在技能列表中
• [ ] 所有主要技术同时包含缩写和完整术语

"Professional Summary"

• [ ] 包含3-5句话，使用最高价值关键词
• [ ] 包括经验年数、CMD状态和主要TPS
• [ ] 命名了具体治疗模式（IMRT、VMAT、SBRT、SRS、brachytherapy）
• [ ] 至少包含一项量化成就

"Work Experience"

• [ ] 每个职位包含雇主名称、头衔、地点和日期（月/年）
• [ ] 项目符号以强动作动词开头（designed、optimized、calculated、implemented）
• [ ] 每个项目符号包含量化指标（每月计划数、QA通过率、时间缩短）
• [ ] 临床量和病例组合明确（癌症类型、治疗技术）
• [ ] 提及了与放射肿瘤医生、物理师和治疗师的协作

"Education"和"Certifications"

• [ ] CMD证书列出了认证机构和年份
• [ ] 提及了剂量学项目的JRCERT认证
• [ ] 注明了继续教育学分或更新状态
• [ ] 列出了学位、院校名称和毕业年份
• [ ] 命名了临床轮转地点（如果是应届毕业生）

定制

• [ ] 简历针对每个特定职位发布进行了定制
• [ ] 职位发布中命名的确切TPS出现在您的简历中
• [ ] 职位发布中的确切治疗技术得到了体现
• [ ] 职位发布中要求的证书被明确列出
• [ ] 在适用的情况下体现了职位发布中的优选资质

最终质量检查

• [ ] 简历已通过免费ATS模拟器测试（Jobscan、ResumeWorded）
• [ ] 同事或导师已审查临床准确性
• [ ] 医学术语无拼写错误（dosimetry、brachytherapy、stereotactic）
• [ ] 简历长度为1-2页（5年以下经验1页，5年以上经验2页）
• [ ] 联系邮箱是专业的（非趣味地址）

常见问题

我应该列出使用过的每个治疗计划系统吗，即使只是短暂使用？

列出您有实际操作经验的每个TPS，但请诚实说明熟练程度。您可以分组：「Primary: Varian Eclipse (7 years), RaySearch RayStation (3 years). Exposure: Philips Pinnacle (clinical rotation), Elekta Monaco (cross-training).」这种方法为四个系统都提供了关键词信用，同时设定了准确的期望。ATS系统不区分熟练程度——它们匹配关键词或不匹配。看到您排名简历的人类审阅者会在面试中评估深度。

CMD认证真的是必需的吗，还是有些雇主不要求？

BLS指出，"雇主通常要求工作者持有认证"才能担任医学剂量师职位。根据AAMD数据，在美国估计3,460名在职医学剂量师中，大约四分之三持有MDCB认证。虽然一些职位——特别是较小的社区医院——可能会招聘有资格获得CMD的候选人，但绝大多数经过ATS筛选的职位将CMD列为淘汰筛选条件。如果您有资格获得CMD但尚未认证，请显著标注"CMD Exam Eligible"并包括您计划的考试日期。这为您提供部分关键词信用，同时对您的当前状态保持透明。

在简历中包含远程工作能力有多重要？

越来越重要。根据2023年AAMD薪资调查，与2021年数据相比，完全远程的医学剂量师增加了6%。远程剂量学工作——特别是治疗计划和轮廓勾画——是部门应对人员短缺的一个增长趋势。如果您有使用基于云的TPS访问、VPN安全的ARIA或MOSAIQ连接或远程剂量学工作流程的远程工作经验，请明确包含。"remote treatment planning""tele-dosimetry"和"cloud-based TPS"等关键词越来越多地出现在职位发布中。

我应该期望什么样的薪资范围，应该在简历中包含薪资期望吗？

永远不要在简历中包含薪资期望——它没有ATS收益，只会限制您的谈判地位。作为参考，美国劳工统计局报告医学剂量师截至2024年5月的年薪中位数为138,110美元。最低10%的年收入低于103,760美元，最高10%的年收入超过176,360美元。地理位置、设施类型（学术型 vs. 社区型）和专业方向（质子治疗、SRS）显著影响薪酬。将薪资讨论留到录用阶段。

如何在简历上处理从放射治疗师到剂量师的职业转型？

这是进入剂量学最常见的职业路径之一，如果您正确组织简历，ATS系统可以很好地处理。首先列出您的剂量学经验（即使是临床轮转经验），然后列出放射治疗经验。在"Professional Summary"中，以您的剂量学证书和培训开头："JRCERT-accredited medical dosimetry program graduate and ARRT-certified radiation therapist with 6 years of clinical experience in radiation oncology."您的放射治疗背景是一项重要资产——它展示了直接的患者护理经验、对治疗执行的熟悉以及对整个放射肿瘤工作流程的理解。在您的CMD或CMD资格状态旁边包含您的R.T.(T)证书。

展望未来：2025-2030年剂量师就业市场

放射肿瘤学劳动力面临多重压力的交汇。ASTRO的2023年调查发现，93%的放射肿瘤实践报告了关键临床人员短缺，包括剂量师，80%表示短缺比前一年更严重。BLS预计到2034年每年将有200个医学剂量师职位空缺，由退休、增长和替补的组合驱动。根据AAMD劳动力研究，医学剂量师的退休高峰期预计在2025年至2030年之间。

这意味着机会——但只有简历能通过ATS筛选的候选人才能把握。优化良好的简历不是在欺骗系统。它是确保ATS向另一端的招聘人员准确呈现您的资质。每个关键词、每个量化的项目符号、每个正确格式化的章节都服务于一个目的：将您的临床专业知识展现在需要招聘您的人面前。

本文使用来自美国劳工统计局、美国医学剂量师协会（AAMD）、美国放射肿瘤学会（ASTRO）、医学剂量师认证委员会（MDCB）和O*NET OnLine的数据进行研究和撰写。引用的所有统计数据均反映截至2026年2月的最新可用数据。

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  "opening_hook": "An estimated 11.3% of medical dosimetry positions sat unfilled in 2022, even as the American Association of Medical Dosimetrists (AAMD) projects an annual shortage of 50 dosimetrists by 2035 — up from an undersupply of just 10 per year in 2021. Despite this growing demand, qualified candidates still lose out on interviews because their resumes never reach a human reviewer.",
  "key_takeaways": [
    "ATS systems use knockout filters for CMD certification and specific treatment planning systems — front-load these on your resume before work experience",
    "Always include both spelled-out terms and abbreviations for treatment techniques (e.g., 'Volumetric Modulated Arc Therapy (VMAT)') to match both keyword search patterns",
    "Quantify every work experience bullet with plans per month, QA pass rates, turnaround time reductions, or dose reduction percentages",
    "Include vendor names with all software (Varian Eclipse, not just Eclipse) so ATS correctly classifies your technical proficiencies",
    "Tailor your resume to each posting's specific TPS and treatment modalities — a proton therapy center and a community hospital filter for different keywords"
  ],
  "citations": [
    {"number": 1, "title": "Medical Dosimetrists — Occupational Outlook Handbook", "url": "https://www.bls.gov/ooh/healthcare/medical-dosimetrists.htm", "publisher": "U.S. Bureau of Labor Statistics"},
    {"number": 2, "title": "Medical Dosimetrists — Occupational Employment and Wage Statistics, May 2023", "url": "https://www.bls.gov/oes/2023/may/oes292036.htm", "publisher": "U.S. Bureau of Labor Statistics"},
    {"number": 3, "title": "The State of Medical Dosimetry — Summer 2024 ASTROnews", "url": "https://www.astro.org/news-and-publications/astronews/2024/summer-astronews/features/state-of-medical-dosimetry", "publisher": "American Society for Radiation Oncology (ASTRO)"},
    {"number": 4, "title": "CMD Credentialing", "url": "https://mdcb.org/cmd-credentialing", "publisher": "Medical Dosimetrist Certification Board (MDCB)"},
    {"number": 5, "title": "Certification Exam Eligibility", "url": "https://mdcb.org/certification-exam-information/eligibility", "publisher": "Medical Dosimetrist Certification Board (MDCB)"},
    {"number": 6, "title": "Becoming a Certified Medical Dosimetrist", "url": "https://www.medicaldosimetry.org/about/certified/", "publisher": "American Association of Medical Dosimetrists (AAMD)"},
    {"number": 7, "title": "Salary and Workforce Surveys", "url": "https://www.medicaldosimetry.org/publications/salary-and-workforce-surveys/", "publisher": "American Association of Medical Dosimetrists (AAMD)"},
    {"number": 8, "title": "Widespread Staff Shortages Exacerbate Pressures Facing Radiation Oncology Clinics", "url": "https://www.astro.org/news-and-publications/news-and-media-center/news-releases/2023/widespread-staff-shortages-exacerbate-pressures-facing-radiation-oncology-clinics;-astro-advocacy-da", "publisher": "American Society for Radiation Oncology (ASTRO)"},
    {"number": 9, "title": "29-2036.00 — Medical Dosimetrists", "url": "https://www.onetonline.org/link/summary/29-2036.00", "publisher": "O*NET OnLine"},
    {"number": 10, "title": "General Job Description — Medical Dosimetrist", "url": "https://www.medicaldosimetry.org/about/job-description/", "publisher": "American Association of Medical Dosimetrists (AAMD)"},
    {"number": 11, "title": "Dosimetrist Job Description (Updated for 2025)", "url": "https://www.indeed.com/hire/job-description/dosimetrist", "publisher": "Indeed"},
    {"number": 12, "title": "AAMD Practice Standards for the Medical Dosimetrist (Approved May 2023)", "url": "https://pubs.medicaldosimetry.org/pub/0D4F14CE-F3FE-DC5B-3329-9A7658229EEB", "publisher": "American Association of Medical Dosimetrists (AAMD)"},
    {"number": 13, "title": "Radiation Oncology Workforce", "url": "https://www.astro.org/membership/ro-workforce", "publisher": "American Society for Radiation Oncology (ASTRO)"},
    {"number": 14, "title": "Why Hire a CMD?", "url": "https://mdcb.org/why-hire-cmd", "publisher": "Medical Dosimetrist Certification Board (MDCB)"},
    {"number": 15, "title": "Medical Dosimetry Certificate Program (JRCERT Accredited)", "url": "https://www.medschool.umaryland.edu/radonc/education/medical-dosimetry-certificate-program-jrcert-accredited/", "publisher": "University of Maryland School of Medicine"}
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