交叉验证
#75
张
张倩
学历-经验时间线
gap_years
1
timeline_ok
是
graduation_year
2022
years_experience
3
estimated_work_start
2023
expected_graduation_start
2044
技能-项目一致性
得分
31
声称技能 (25)
Git
MySQL
VSCode
Docker
C++
Python
Linux
FFmpeg
OpenCV
GPU加速
多线程
线程池
异步任务处理
任务队列
Kafka
HTTP
RESTful HTTP接口
SOCI
数据库连接池
MinIO
ES
Dockerfile
容器部署
音视频编解码
音视频预处理
项目中验证 (2)
TTS语音合成
RAG检索
仅在摘要中 (10)
MySQL
Docker
C++
Python
Linux
FFmpeg
OpenCV
Kafka
MinIO
ES
无证据 (15)
Git
VSCode
GPU加速
多线程
线程池
异步任务处理
任务队列
HTTP
RESTful HTTP接口
SOCI
数据库连接池
Dockerfile
容器部署
音视频编解码
音视频预处理
矛盾/可疑信号
skill_project_gap
high
28/38 个声称技能在项目和摘要中均无体现: ['Git', 'VSCode', 'GPU加速', '多线程', '线程池', '异步任务处理', '任务队列', 'HTTP']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2022年，经验3.0年，推算开始工作年份与预期毕业年份偏差1年
建议：核实是否有中断、转行或教育经历不完整
完整原始数据
{
"id": 75,
"mysql_resume_id": 99,
"screening_id": 75,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"Git",
"MySQL",
"VSCode",
"Docker",
"C++",
"Python",
"Linux",
"FFmpeg",
"OpenCV",
"GPU加速",
"多线程",
"线程池",
"异步任务处理",
"任务队列",
"Kafka",
"HTTP",
"RESTful HTTP接口",
"SOCI",
"数据库连接池",
"MinIO",
"ES",
"Dockerfile",
"容器部署",
"音视频编解码",
"音视频预处理"
],
"consistency_score": 31,
"skills_in_summary_only": [
"MySQL",
"Docker",
"C++",
"Python",
"Linux",
"FFmpeg",
"OpenCV",
"Kafka",
"MinIO",
"ES"
],
"skills_without_evidence": [
"Git",
"VSCode",
"GPU加速",
"多线程",
"线程池",
"异步任务处理",
"任务队列",
"HTTP",
"RESTful HTTP接口",
"SOCI",
"数据库连接池",
"Dockerfile",
"容器部署",
"音视频编解码",
"音视频预处理"
],
"skills_verified_in_projects": [
"TTS语音合成",
"RAG检索"
]
},
"education_timeline": {
"gap_years": 1,
"timeline_ok": true,
"graduation_year": 2022,
"years_experience": 3,
"estimated_work_start": 2023,
"expected_graduation_start": 2044
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 31,
"flags": [
{
"type": "skill_project_gap",
"detail": "28\/38 个声称技能在项目和摘要中均无体现: ['Git', 'VSCode', 'GPU加速', '多线程', '线程池', '异步任务处理', '任务队列', 'HTTP']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2022年，经验3.0年，推算开始工作年份与预期毕业年份偏差1年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-29T10:06:46.000000Z",
"resume": {
"id": 99,
"resource_id": 99,
"source_text_sha256": "48837cd15a85cfebf94e7648901abb65323f0b5acb2cd9484f260b3dbfab92cc",
"candidate_name": "张倩",
"age": null,
"phone": "18888103976",
"email": "18888103976@163.com",
"wechat": "",
"location": "江苏省苏州市",
"highest_degree": "硕士",
"school": "南京信息工程大学",
"major": "信息与通信工程",
"graduation_year": 2022,
"years_experience": 3,
"current_company": "苏州科达科技股份有限公司",
"current_title": "后端服务开发工程师",
"skills_json": [
"Git",
"MySQL",
"VSCode",
"Docker",
"C++",
"Python",
"Linux",
"FFmpeg",
"OpenCV",
"GPU加速",
"多线程",
"线程池",
"异步任务处理",
"任务队列",
"Kafka",
"HTTP",
"RESTful HTTP接口",
"SOCI",
"数据库连接池",
"MinIO",
"ES",
"Dockerfile",
"容器部署",
"音视频编解码",
"音视频预处理",
"图像处理",
"RGB",
"NV12",
"YUV",
"PDF处理",
"ZIP处理",
"大语言模型调用",
"RAG检索",
"TTS语音合成",
"目标检测",
"文字提取",
"地址聚类",
"关键信息抽取"
],
"summary": "张倩，工学硕士，2022年毕业于南京信息工程大学信息与通信工程专业，2018年毕业于盐城师范学院电子与信息工程专业。2022.07至2026.01在苏州科达科技股份有限公司任后端服务开发工程师，参与AI服务集成开发，涉及C++、Python、Docker、Linux、MySQL、Kafka、FFmpeg、OpenCV、MinIO、ES等技术，具备约3年后端开发经验。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/2f65c82c9fcd135a_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/2f65c82c9fcd135a_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T08:12:44.000000Z",
"updated_at": "2026-06-29T08:12:44.000000Z",
"deleted_at": null
},
"screening": {
"id": 75,
"mysql_resume_id": 99,
"candidate_name": "张倩",
"age": null,
"highest_degree": "硕士",
"school": "南京信息工程大学",
"years_experience": 3,
"location": "江苏省苏州市",
"current_company": "苏州科达科技股份有限公司",
"skills": [
"Git",
"MySQL",
"VSCode",
"Docker",
"C++",
"Python",
"Linux",
"FFmpeg",
"OpenCV",
"GPU加速",
"多线程",
"线程池",
"异步任务处理",
"任务队列",
"Kafka",
"HTTP",
"RESTful HTTP接口",
"SOCI",
"数据库连接池",
"MinIO",
"ES",
"Dockerfile",
"容器部署",
"音视频编解码",
"音视频预处理"
],
"parse_quality_score": 90,
"parser_version": "resume-parser-v1.1+codex",
"llm_enhanced": true,
"check_education": {
"label": "学历",
"detail": "学历要求≥本科",
"matched": true,
"evidence": "硕士",
"severity": "must"
},
"check_experience": {
"label": "经验年限",
"detail": "要求≥3.0年，实际3.0年",
"matched": true,
"evidence": "3.0年",
"severity": "must"
},
"check_core_skill_linux": {
"label": "核心技能",
"detail": "核心技能：精通Linux开发环境",
"matched": false,
"evidence": "命中关键词(1\/5): linux",
"severity": "must"
},
"bonus_arm": {
"label": "加分项",
"detail": "加分项：ARM架构经验",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"bonus_image": {
"label": "加分项",
"detail": "加分项：图像处理\/计算机视觉",
"matched": true,
"evidence": "命中: opencv",
"severity": "bonus"
},
"bonus_driver": {
"label": "加分项",
"detail": "加分项：驱动开发经验",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"redline_education": "pass",
"redline_experience": "pass",
"redline_linux": "weak",
"redline_location": "pass",
"redline_single_day_off": "pending_interview",
"match_score": 36,
"hard_all_pass": false,
"bonus_hit_count": 1,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "28\/38 个声称技能在项目和摘要中均无体现: ['Git', 'VSCode', 'GPU加速', '多线程', '线程池', '异步任务处理', '任务队列', 'HTTP']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2022年，经验3.0年，推算开始工作年份与预期毕业年份偏差1年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 1,
"timeline_ok": true,
"graduation_year": 2022,
"years_experience": 3,
"estimated_work_start": 2023,
"expected_graduation_start": 2044
},
"overall_consistency": 31,
"skill_contradictions": [],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"Git",
"MySQL",
"VSCode",
"Docker",
"C++",
"Python",
"Linux",
"FFmpeg",
"OpenCV",
"GPU加速",
"多线程",
"线程池",
"异步任务处理",
"任务队列",
"Kafka",
"HTTP",
"RESTful HTTP接口",
"SOCI",
"数据库连接池",
"MinIO",
"ES",
"Dockerfile",
"容器部署",
"音视频编解码",
"音视频预处理"
],
"consistency_score": 31,
"skills_in_summary_only": [
"MySQL",
"Docker",
"C++",
"Python",
"Linux",
"FFmpeg",
"OpenCV",
"Kafka",
"MinIO",
"ES"
],
"skills_without_evidence": [
"Git",
"VSCode",
"GPU加速",
"多线程",
"线程池",
"异步任务处理",
"任务队列",
"HTTP",
"RESTful HTTP接口",
"SOCI",
"数据库连接池",
"Dockerfile",
"容器部署",
"音视频编解码",
"音视频预处理"
],
"skills_verified_in_projects": [
"TTS语音合成",
"RAG检索"
]
}
},
"screening_verdict": "pending",
"screening_summary": "存在硬性条件不满足或边界情况，需周总决策",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-29T10:06:46.000000Z",
"updated_at": "2026-06-29T10:43:15.000000Z",
"overall_score": "{\"composite\": 68.3, \"stability\": 53, \"pace_match\": 83, \"tech_power\": 57, \"salary_match\": 87, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"tech_borderline\", \"detail\": \"技术力偏低(评分57\/100)，建议技术面重点考察\", \"severity\": \"medium\"}, {\"type\": \"stability_concern\", \"detail\": \"稳定性偏低(评分53\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 53, \"weight\": 0.25, \"rationale\": \"基于3.0年经验 + 公司判断 + 离职信号\", \"confidence\": \"medium\", \"confidence_note\": \"真正稳定性需面试确认职业规划和跳槽原因\"}, \"pace_match\": {\"score\": 83, \"weight\": 0.2, \"rationale\": \"地点: 苏州✅ + 普通 + 3.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 57, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 3.0年\", \"Linux: 弱\", \"加分: 1\/3\", \"交叉验证一致性: 31%\"], \"rationale\": \"硬性条件匹配 + 经验3.0年 + 2个项目 + 一致性31%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 87, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据3.0年经验+学校+公司+城市推断\", \"confidence\": \"low\"}, \"communication\": {\"score\": 80, \"weight\": 0.05, \"rationale\": \"基于简历文本完整度和结构化程度的代理评估，非真实沟通能力\", \"confidence\": \"low\", \"confidence_note\": \"无法从简历评估真实沟通能力，需技术面验证\"}}"
}
}