交叉验证
#14
位
位军营
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
57
声称技能 (25)
C++
C++11
C++14
C++17
C#
.NET
Java
Python
JavaScript
TypeScript
ROS
ROS2
机器人运动控制 SDK
SLAM
导航
传感器数据融合
gRPC
Protobuf
WebSocket
WebRTC
OWT
TCP
UDP
SNMP
Unity
项目中验证 (10)
WebSocket
systemd
C#
Protobuf
C++
Android
C++17
CMake
Unity
交叉编译
仅在摘要中 (10)
C++
C#
Java
Python
ROS
ROS2
gRPC
WebSocket
Unity
Android
无证据 (15)
C++11
C++14
C++17
.NET
JavaScript
TypeScript
机器人运动控制 SDK
SLAM
导航
传感器数据融合
Protobuf
WebRTC
OWT
TCP
UDP
矛盾/可疑信号
skill_project_gap
high
25/40 个声称技能在项目和摘要中均无体现: ['C++11', 'C++14', 'C++17', '.NET', 'JavaScript', 'TypeScript', '机器人运动控制 SDK', 'SLAM']
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
skill_platform_contradiction
high
技能/项目经历中平台技术栈与岗位Linux要求不匹配
建议：需面试确认是否有 Linux 经验
技能水平矛盾
Linux
medium
声称：技能列表中声称
证据：项目经历中没有提及 Linux 相关开发
完整原始数据
{
"id": 14,
"mysql_resume_id": 54,
"screening_id": 14,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"C++11",
"C++14",
"C++17",
"C#",
".NET",
"Java",
"Python",
"JavaScript",
"TypeScript",
"ROS",
"ROS2",
"机器人运动控制 SDK",
"SLAM",
"导航",
"传感器数据融合",
"gRPC",
"Protobuf",
"WebSocket",
"WebRTC",
"OWT",
"TCP",
"UDP",
"SNMP",
"Unity"
],
"consistency_score": 57,
"skills_in_summary_only": [
"C++",
"C#",
"Java",
"Python",
"ROS",
"ROS2",
"gRPC",
"WebSocket",
"Unity",
"Android"
],
"skills_without_evidence": [
"C++11",
"C++14",
"C++17",
".NET",
"JavaScript",
"TypeScript",
"机器人运动控制 SDK",
"SLAM",
"导航",
"传感器数据融合",
"Protobuf",
"WebRTC",
"OWT",
"TCP",
"UDP"
],
"skills_verified_in_projects": [
"WebSocket",
"systemd",
"C#",
"Protobuf",
"C++",
"Android",
"C++17",
"CMake",
"Unity",
"交叉编译"
]
},
"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": [
{
"skill": "Linux",
"claimed": "技能列表中声称",
"project_evidence": "项目经历中没有提及 Linux 相关开发",
"contradiction_severity": "medium"
}
],
"overall_consistency": 57,
"flags": [
{
"type": "skill_project_gap",
"detail": "25\/40 个声称技能在项目和摘要中均无体现: ['C++11', 'C++14', 'C++17', '.NET', 'JavaScript', 'TypeScript', '机器人运动控制 SDK', 'SLAM']",
"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"
},
{
"type": "skill_platform_contradiction",
"detail": "技能\/项目经历中平台技术栈与岗位Linux要求不匹配",
"severity": "high",
"suggested_check": "需面试确认是否有 Linux 经验"
}
],
"created_at": "2026-06-29T10:06:12.000000Z",
"resume": {
"id": 54,
"resource_id": 54,
"source_text_sha256": "b17e22bc0f9224292ee2778f9a153e1701d8c7317c86083d222da3dedcea2226",
"target_role": "C++",
"candidate_name": "位军营",
"age": 31,
"phone": "15755508090",
"email": "jysinwee@outlook.com",
"wechat": "",
"location": "苏州",
"highest_degree": "硕士",
"school": "东北师范大学",
"major": "软件工程",
"graduation_year": 2022,
"years_experience": 3,
"current_company": "联想（上海）信息技术有限公司",
"current_title": "全栈工程师",
"skills_json": [
"C++",
"C++11",
"C++14",
"C++17",
"C#",
".NET",
"Java",
"Python",
"JavaScript",
"TypeScript",
"ROS",
"ROS2",
"机器人运动控制 SDK",
"SLAM",
"导航",
"传感器数据融合",
"gRPC",
"Protobuf",
"WebSocket",
"WebRTC",
"OWT",
"TCP",
"UDP",
"SNMP",
"Unity",
"Android",
"Android JNI",
"Android NDK",
"Linux",
"Ubuntu",
"嵌入式开发",
"交叉编译",
"Git",
"Docker",
"CMake",
"Wireshark",
"GitLab CI",
"CD",
"systemd",
"ALSA"
],
"summary": "位军营，硕士毕业于东北师范大学软件工程专业，本科为安徽工业大学网络工程专业。原文标注3年工作经验，最近任联想（上海）信息技术有限公司全栈工程师，主要从事机器人 SDK、Android\/Unity 遥控器、语音交互代理、音视频传输与嵌入式相关开发。技术栈包括 C++\/C#\/Java\/Python\/JS、gRPC、WebSocket、ROS2、Unity、Linux、Docker、CMake 等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/6c52b105212cd6b4_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/6c52b105212cd6b4_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:17:12.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 14,
"mysql_resume_id": 54,
"candidate_name": "位军营",
"age": 31,
"highest_degree": "硕士",
"school": "东北师范大学",
"years_experience": 3,
"location": "苏州",
"current_company": "联想（上海）信息技术有限公司",
"skills": [
"C++",
"C++11",
"C++14",
"C++17",
"C#",
".NET",
"Java",
"Python",
"JavaScript",
"TypeScript",
"ROS",
"ROS2",
"机器人运动控制 SDK",
"SLAM",
"导航",
"传感器数据融合",
"gRPC",
"Protobuf",
"WebSocket",
"WebRTC",
"OWT",
"TCP",
"UDP",
"SNMP",
"Unity"
],
"parse_quality_score": 100,
"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": true,
"evidence": "命中关键词(2\/5): linux, cmake",
"severity": "must"
},
"bonus_arm": {
"label": "加分项",
"detail": "加分项：ARM架构经验",
"matched": true,
"evidence": "命中: 嵌入式",
"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: 视频",
"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": "pass",
"redline_location": "pass",
"redline_single_day_off": "pending_interview",
"match_score": 90,
"hard_all_pass": true,
"bonus_hit_count": 2,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "25\/40 个声称技能在项目和摘要中均无体现: ['C++11', 'C++14', 'C++17', '.NET', 'JavaScript', 'TypeScript', '机器人运动控制 SDK', 'SLAM']",
"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"
},
{
"type": "skill_platform_contradiction",
"detail": "技能\/项目经历中平台技术栈与岗位Linux要求不匹配",
"severity": "high",
"suggested_check": "需面试确认是否有 Linux 经验"
}
],
"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": 57,
"skill_contradictions": [
{
"skill": "Linux",
"claimed": "技能列表中声称",
"project_evidence": "项目经历中没有提及 Linux 相关开发",
"contradiction_severity": "medium"
}
],
"field_completeness_pct": 100,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"C++11",
"C++14",
"C++17",
"C#",
".NET",
"Java",
"Python",
"JavaScript",
"TypeScript",
"ROS",
"ROS2",
"机器人运动控制 SDK",
"SLAM",
"导航",
"传感器数据融合",
"gRPC",
"Protobuf",
"WebSocket",
"WebRTC",
"OWT",
"TCP",
"UDP",
"SNMP",
"Unity"
],
"consistency_score": 57,
"skills_in_summary_only": [
"C++",
"C#",
"Java",
"Python",
"ROS",
"ROS2",
"gRPC",
"WebSocket",
"Unity",
"Android"
],
"skills_without_evidence": [
"C++11",
"C++14",
"C++17",
".NET",
"JavaScript",
"TypeScript",
"机器人运动控制 SDK",
"SLAM",
"导航",
"传感器数据融合",
"Protobuf",
"WebRTC",
"OWT",
"TCP",
"UDP"
],
"skills_verified_in_projects": [
"WebSocket",
"systemd",
"C#",
"Protobuf",
"C++",
"Android",
"C++17",
"CMake",
"Unity",
"交叉编译"
]
}
},
"screening_verdict": "pass",
"screening_summary": "硬性条件全部通过，匹配度90%，加分项2\/3，建议周总审核进入技术面",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-29T10:06:12.000000Z",
"updated_at": "2026-06-29T10:42:43.000000Z",
"overall_score": "{\"composite\": 81.2, \"stability\": 53, \"pace_match\": 83, \"tech_power\": 100, \"salary_match\": 87, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"stability_concern\", \"detail\": \"稳定性偏低(评分53\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "strong_approve",
"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\": 100, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 3.0年\", \"Linux: 通过\", \"加分: 2\/3\", \"交叉验证一致性: 57%\"], \"rationale\": \"硬性条件匹配 + 经验3.0年 + 10个项目 + 一致性57%\", \"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\"}}"
}
}