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Paper Citation Record · LEDGER

Detecting Soft Skills in ML Engineering Roles CVs

As of 14 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2608.10046.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.10046 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:18:56.380061Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Source: cited_works

Reference resolution

59 of 59 outbound references displayed

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  • verified fuzzy6
  • unresolved35
  • parse uncertain0
  • malformed identifier3
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External citation measurements

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Outbound references

Observation 7a4297e6-04a7-4b0d-8249-78d5afbfeff3 · outbound

This paper cites Can llms replace manual annotation of software engineering artifacts?, in: 2025IEEE/ACM22ndInternationalConferenceonMiningSoftware Repositories(MSR),IEEE.p.526–538.

Detecting Soft Skills in ML Engineering Roles CVs Can llms replace manual annotation of software engineering artifacts?, in: 2025IEEE/ACM22ndInternationalConferenceonMiningSoftware Repositories(MSR),IEEE.p.526–538

Reference 1

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Observation 6f242752-682a-4e2b-9b0f-36af72c13a8b · outbound

This paper cites Job description parsing with explainable trans- former based ensemble models to extract the technical and non- technical skills.

Detecting Soft Skills in ML Engineering Roles CVs Job description parsing with explainable trans- former based ensemble models to extract the technical and non- technical skills

Reference 2

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Observation 32df6937-d8b0-4fbd-91ee-4fe99bb65e06 · outbound

This paper cites an unresolved cited work.

Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

Reference 3

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Observation 4d667bf0-aaac-40c2-8d5c-e35392b8277e · outbound

This paper cites Teaching ai competencies: Experiences from coaching interdisciplinary teams to develop ai prototypes.

Detecting Soft Skills in ML Engineering Roles CVs Teaching ai competencies: Experiences from coaching interdisciplinary teams to develop ai prototypes

Reference 4

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Observation fcc2dfba-904c-4619-a17e-f70d18ccc831 · outbound

This paper cites Guidelines for Empirical Studies in Software Engineering involving Large Language Models.

Detecting Soft Skills in ML Engineering Roles CVs Guidelines for Empirical Studies in Software Engineering involving Large Language Models

Reference 5

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Observation 0709bce8-f764-43ed-a68f-dd35d8d5aeea · outbound

This paper cites an unresolved cited work.

Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

Reference 6

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Observation a694a4cd-f7da-43be-82ec-ec5dc6be7264 · outbound

This paper cites On the Interaction Between Software Engineers and Data Scien- tists When Building Machine Learning-Enabled Systems.

Detecting Soft Skills in ML Engineering Roles CVs On the Interaction Between Software Engineers and Data Scien- tists When Building Machine Learning-Enabled Systems

Reference 7

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Observation 6f27217d-acc7-44d6-9955-ddddec3521a6 · outbound

This paper cites an unresolved cited work.

Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

Reference 8

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Observation a32d5404-60d3-4831-adfe-6a3372233645 · outbound

This paper cites Evaluating clinical ai summaries with large language models as judges.

Detecting Soft Skills in ML Engineering Roles CVs Evaluating clinical ai summaries with large language models as judges

Reference 9

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Observation 8f36d04c-051d-4206-a5db-94fec9eea3b5 · outbound

This paper cites an unresolved cited work.

Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

Reference 10

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Observation c0eb32ef-3ffd-44a9-9d48-0d77c635fb5c · outbound

This paper cites Esco: Towards a semantic web for the european labor market.

Detecting Soft Skills in ML Engineering Roles CVs Esco: Towards a semantic web for the european labor market

Reference 11

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Observation f9b84a17-54c9-42de-b20d-4e464b77bed6 · outbound

This paper cites Extreme Multi-Label Skill Extraction Training using Large Language Models.

Detecting Soft Skills in ML Engineering Roles CVs Extreme Multi-Label Skill Extraction Training using Large Language Models

Reference 12

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Observation 99645e28-f4e0-43b1-b459-b2971f10a678 · outbound

This paper cites The growing importance of social skills in the labor market*.

Detecting Soft Skills in ML Engineering Roles CVs The growing importance of social skills in the labor market*

Reference 13

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Observation d8157755-90d2-4aaf-bf7d-ee36bfc9ab55 · outbound

This paper cites an unresolved cited work.

Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

Reference 14

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Observation 49075b74-d27f-472c-af65-2adb313955c3 · outbound

This paper cites Senior data scientist jobs in berlin.https: //www.glassdoor.com/Job/berlin-senior-data-scientist-jobs-SRCH_ IL.0,6_IM1020_KO7,28.htm.

Detecting Soft Skills in ML Engineering Roles CVs Senior data scientist jobs in berlin.https: //www.glassdoor.com/Job/berlin-senior-data-scientist-jobs-SRCH_ IL.0,6_IM1020_KO7,28.htm

Reference 15

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Observation a8407f0b-1f9f-4572-a313-ef56822f38c9 · outbound

This paper cites A Probabilistic Interpretation of Pre- cision, Recall and F-Score, with Implication for Evaluation.

Detecting Soft Skills in ML Engineering Roles CVs A Probabilistic Interpretation of Pre- cision, Recall and F-Score, with Implication for Evaluation

Reference 16

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Observation 70452176-be59-4a9e-8d7d-6ca210321fa4 · outbound

This paper cites Applied Thematic Analysis.

Detecting Soft Skills in ML Engineering Roles CVs Applied Thematic Analysis

Reference 17

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Observation d88ac88c-9921-4cad-9770-3f3a7258e028 · outbound

This paper cites Implicit skills extraction using document embedding and its use in job recommendation.

Detecting Soft Skills in ML Engineering Roles CVs Implicit skills extraction using document embedding and its use in job recommendation

Reference 18

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Observation d63e6b1d-33ac-4a0d-99a8-5ab227f1e045 · outbound

This paper cites Gener- ating unified candidate skill graph for career path recommendation, in: 2018 IEEE International Conference on Data Mining Workshops (ICDMW), IEEE.

Detecting Soft Skills in ML Engineering Roles CVs Gener- ating unified candidate skill graph for career path recommendation, in: 2018 IEEE International Conference on Data Mining Workshops (ICDMW), IEEE

Reference 19

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Observation dca7754a-e244-4c70-a6b1-42c393cad185 · outbound

This paper cites Language Writ Large: LLMs, ChatGPT, Grounding, Meaning and Understanding.

Detecting Soft Skills in ML Engineering Roles CVs Language Writ Large: LLMs, ChatGPT, Grounding, Meaning and Understanding

Reference 20

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Observation 3b74411f-5aeb-479f-bc15-d7f4578a2a27 · outbound

This paper cites pp.16–36.

Detecting Soft Skills in ML Engineering Roles CVs pp.16–36

Reference 21

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Observation 96f024b4-86c1-4da2-9ba4-7e90311fb13b · outbound

This paper cites From Code to Courtroom: LLMs as the New Software Judges.

Detecting Soft Skills in ML Engineering Roles CVs From Code to Courtroom: LLMs as the New Software Judges

Reference 22

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Observation c135bb40-2533-4958-902e-e6bdead94c15 · outbound

This paper cites Seniordatascientistjobsinberlin.https://de.indeed.

Detecting Soft Skills in ML Engineering Roles CVs Seniordatascientistjobsinberlin.https://de.indeed

Reference 23

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Observation b170ba27-d796-4eb9-9e13-88b1b29e8e6f · outbound

This paper cites Skills prediction based on multi-label resume classification using cnn with model predictions explanation.

Detecting Soft Skills in ML Engineering Roles CVs Skills prediction based on multi-label resume classification using cnn with model predictions explanation

Reference 24

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Observation 4123910f-fe56-4e3d-902c-466f70aae3d0 · outbound

This paper cites Building a soft skill taxonomy from job openings.

Detecting Soft Skills in ML Engineering Roles CVs Building a soft skill taxonomy from job openings

Reference 25

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Observation 5b0f8373-c1c6-4aed-b26f-69a215d039ec · outbound

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Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

Reference 26

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Observation a4f8ede9-99d4-425c-9e46-c138d84b0093 · outbound

This paper cites Digital marketing employ- ability skills in job advertisements – must-have soft skills for entry level workers: A content analysis.

Detecting Soft Skills in ML Engineering Roles CVs Digital marketing employ- ability skills in job advertisements – must-have soft skills for entry level workers: A content analysis

Reference 27

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Observation e643c985-a4aa-47a8-91da-9696411f1da9 · outbound

This paper cites The levels.fyi standard: Career level framework.

Detecting Soft Skills in ML Engineering Roles CVs The levels.fyi standard: Career level framework

Reference 28

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Observation a5549cb4-bf2d-42bb-800a-1221b4bfe976 · outbound

This paper cites SkillGPT: a RESTful API service for skill extraction and standardization using a Large Language Model.

Detecting Soft Skills in ML Engineering Roles CVs SkillGPT: a RESTful API service for skill extraction and standardization using a Large Language Model

Reference 29

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Observation 0cc6bb6a-b07a-42c8-bacc-319ba56caa6f · outbound

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Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

Reference 30

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Observation e8d2c9bb-d0a2-4f07-bd53-4d072d45a2c2 · outbound

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Detecting Soft Skills in ML Engineering Roles CVs Softskills,hardskills:Whatmattersmost?evi- dencefromjobpostings

Reference 31

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Observation bf1c38ba-87f1-4691-ac7c-cce17b93b341 · outbound

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Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

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Observation cea601d6-29a9-4bdd-afca-532b31a3cc30 · outbound

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Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

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Observation 86a17eef-9f3a-4746-a177-9fdae191caf2 · outbound

This paper cites an unresolved cited work.

Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

Reference 34

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Observation 41d897bd-8ca2-425e-9e4b-7d4d8e0c925f · outbound

This paper cites In-context learning inlargelanguagemodels(llms):Mechanisms,capabilities,andimpli- cations for advanced knowledge representation and reasoning.

Detecting Soft Skills in ML Engineering Roles CVs In-context learning inlargelanguagemodels(llms):Mechanisms,capabilities,andimpli- cations for advanced knowledge representation and reasoning

Reference 35

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Observation 2b3e6262-a88d-495e-b38a-75ef1168ece0 · outbound

This paper cites Behavioral Sciences 14, 894.

Detecting Soft Skills in ML Engineering Roles CVs Behavioral Sciences 14, 894

Reference 36

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Observation 2c883e86-a187-4f5c-8f6c-0c6eee6c8b98 · outbound

This paper cites an unresolved cited work.

Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

Reference 37

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no resolver link, observed 2026-08-14T04:18:55.904748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:55.904748Z digest=sha256:3db4bc1c9d0efe76e09d2366b67331226bf753345d3cbc32a6cf8b6e53b90568

Observation 087ac1e1-dfd2-4db5-837d-8a0340d71bba · outbound

This paper cites In The AI Era, Soft Skills Are The New Hard Skills.

Detecting Soft Skills in ML Engineering Roles CVs In The AI Era, Soft Skills Are The New Hard Skills

Reference 38

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:18:55.918968Z digest=sha256:c95f3c3b8c0dd28818fc82d0a0ce5d0a299dbc2705c33a0106ebcae752807f3b

Observation 6507efbd-c727-4c26-a51d-bdac6578298d · outbound

This paper cites Exploringtheimportanceofsoft and hard skills as perceived by it internship students and industry: A gap analysis.

Detecting Soft Skills in ML Engineering Roles CVs Exploringtheimportanceofsoft and hard skills as perceived by it internship students and industry: A gap analysis

Reference 39

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:18:55.931228Z digest=sha256:01017b96a638d9231a8a6c0cca7e6adaf709b9f0b477dc1fc15acee15c62faa4

Observation 0a2eb9e2-b82b-4131-bf7b-cbd346878033 · outbound

This paper cites From junior to senior: Skill require- ments for ai professionals across career stages.

Detecting Soft Skills in ML Engineering Roles CVs From junior to senior: Skill require- ments for ai professionals across career stages

Reference 40

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:18:55.963312Z digest=sha256:4f841f9d92ddd22e048a8c8d400614fd0cfc7432df08c31e8d3a0585778ce38a

Observation 6083af6e-1fc4-4e0f-923c-e03aac6d7994 · outbound

This paper cites Ontology-Based Resume Searching System for Job Applicants in Information Technology.

Detecting Soft Skills in ML Engineering Roles CVs Ontology-Based Resume Searching System for Job Applicants in Information Technology

Reference 41

Resolution
verified exact
doi, observed 2026-08-14T04:18:57.132880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:18:55.990095Z digest=sha256:8fcf44dbc242f80ef78eeeefafcdd02f5f2c6e8cabcbb535925cce7c92bea3a5

Observation 6ae79bf6-b03a-4844-ba1a-0f5054a9d582 · outbound

This paper cites How ai developers overcome communication challenges in a multidisciplinary team: A case study.

Detecting Soft Skills in ML Engineering Roles CVs How ai developers overcome communication challenges in a multidisciplinary team: A case study

Reference 42

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no resolver link, observed 2026-08-14T04:18:56.005419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:56.005419Z digest=sha256:98d2d18331b7bdd0103b2099cf517e9172e5e0a258a0be0f0e2c3fd9f70e50fa

Observation 09d78c87-cbd0-4eee-9811-691d1993bd05 · outbound

This paper cites Senior Software Engineer Salary (Up- dated for 2026).https://www.roberthalf.com/us/en/job-details/ senior-software-engineer.

Detecting Soft Skills in ML Engineering Roles CVs Senior Software Engineer Salary (Up- dated for 2026).https://www.roberthalf.com/us/en/job-details/ senior-software-engineer

Reference 43

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verified fuzzy
raw_fallback, observed 2026-08-14T04:19:00.399768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:18:56.034761Z digest=sha256:998340c2fee0b179f1c6a1f63a38e30b73ba5b7ed54c0ec52ce3d2061f1f8b96

Observation e5be74e0-9679-4270-bad0-32057adc93eb · outbound

This paper cites Soft skills: students and employers crave.

Detecting Soft Skills in ML Engineering Roles CVs Soft skills: students and employers crave

Reference 44

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verified exact
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Source-reported events for the cited work

correction dated 2024-09-16. Source: crossref record 10.1057/s41599-024-03757-0->10.1057/s41599-024-03250-8:correction, observed 2026-07-11T03:02:12.491192+00:00. This notice travels one citation hop only.

source=pdf_text observed=2026-08-14T04:18:56.049154Z digest=sha256:99a8ced0d8f87cab3782420c918037a6bfb9cfeb2a0fbdd8f2f9e66a750d6ec6

Observation ce7cb9bc-ad6b-43bc-9948-9cc097fc7c89 · outbound

This paper cites Resume parsing framework for e-recruitment, in: 2022 16th International Conference on Ubiqui- tousInformationManagementandCommunication(IMCOM),IEEE.

Detecting Soft Skills in ML Engineering Roles CVs Resume parsing framework for e-recruitment, in: 2022 16th International Conference on Ubiqui- tousInformationManagementandCommunication(IMCOM),IEEE

Reference 45

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no resolver link, observed 2026-08-14T04:18:56.057169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:56.057169Z digest=sha256:b7f040b188ef25cbcd66f794b7ec8e778b26d6038e14265c6332e5bfe6f96fdf

Observation 29f20011-1e2b-4d92-b812-3c5dcd9d83b6 · outbound

This paper cites The Coding Manual for Qualitative Re- searchers.

Detecting Soft Skills in ML Engineering Roles CVs The Coding Manual for Qualitative Re- searchers

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:56.064171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:56.064171Z digest=sha256:edbf4d6af8ac49b50734c6d319a8386a8b7d379ba6e8bb9f4e920ea3c0d7debe

Observation a261f7ff-7fc7-44da-a03e-0e6699b7d661 · outbound

This paper cites Re- sume Screening Using Natural Language Processing and Ma- chine Learning: A Systematic Review.

Detecting Soft Skills in ML Engineering Roles CVs Re- sume Screening Using Natural Language Processing and Ma- chine Learning: A Systematic Review

Reference 47

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:18:56.096404Z digest=sha256:534cf313f1a486c307587bcaf0817761560961daa798fc876b1c8001b5503195

Observation e28dbef1-19ef-4ccc-9a69-d07faafc7eea · outbound

This paper cites Syntax- based skill extractor for job advertisements, in: 2019 6th Swiss Conference on Data Science (SDS), IEEE.

Detecting Soft Skills in ML Engineering Roles CVs Syntax- based skill extractor for job advertisements, in: 2019 6th Swiss Conference on Data Science (SDS), IEEE

Reference 48

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:18:56.124750Z digest=sha256:0304ee1110dc9442dff4b454ac99b101e8bfd6054fbc06ae2c72b61a129e3e85

Observation d35bbb1f-2d75-43d3-a823-9eb9d1c67cde · outbound

This paper cites Are you ready to find a job ranking of a list of soft skills to enhance graduates’ employability.

Detecting Soft Skills in ML Engineering Roles CVs Are you ready to find a job ranking of a list of soft skills to enhance graduates’ employability

Reference 49

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verified fuzzy
raw_fallback, observed 2026-08-14T04:19:00.335023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:18:56.168562Z digest=sha256:954a3305c98cf1b705b3963d1733aa2acb6da328d60b3b7a6129e8b1a30c9e6b

Observation bcc419ef-f685-48b1-b732-7dbaaca4f303 · outbound

This paper cites Promptengineer:Analyzinghardand softskillrequirementsintheaijobmarket.

Detecting Soft Skills in ML Engineering Roles CVs Promptengineer:Analyzinghardand softskillrequirementsintheaijobmarket

Reference 50

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-14T04:18:56.234047Z digest=sha256:106e35524b65d170fea27b107cd37cf1149e85b876aff320a4ac72c87eae8b51

Observation 20b77e73-6d3b-47c4-9a6c-36f76051ee7b · outbound

This paper cites Can llms replace human evaluators? an empirical study of llm-as-a-judge in software engineering.

Detecting Soft Skills in ML Engineering Roles CVs Can llms replace human evaluators? an empirical study of llm-as-a-judge in software engineering

Reference 51

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-14T04:18:56.261151Z digest=sha256:b26f3f632843a9439fc410b68138f5065ee2ea81c6165a6834dc66be48e28e89

Observation 0c89989b-2d90-45cf-8f9c-3b4cddb2dd78 · outbound

This paper cites an unresolved cited work.

Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

Reference 52

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:18:56.304761Z digest=sha256:61939445611fb6183fd2cacb1a4358073b2c7ed7a48b41c4eab6aa9a684d5b77

Observation 665ce95e-0561-4822-bc9f-3e8e60a1202a · outbound

This paper cites Experimentation in Software Engineering.

Detecting Soft Skills in ML Engineering Roles CVs Experimentation in Software Engineering

Reference 53

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:56.329906Z digest=sha256:1250da26ac2b3461fe929ccb827db3c8b1cfb8d284fad9a511f80e4d2ed66f2f

Observation 440eb5f1-4849-420a-a016-9b94acccb9de · outbound

This paper cites Automated extraction of information from polish resume documents in the it recruitment process.

Detecting Soft Skills in ML Engineering Roles CVs Automated extraction of information from polish resume documents in the it recruitment process

Reference 54

Resolution
malformed identifier
no resolver link, observed 2026-08-14T04:18:56.342296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:56.342296Z digest=sha256:89d1abd3c769c4bf43cc1feaeb21a5faf1a0a6f9a69866c459e5f2298992fc2d

Observation 031043a9-26a7-4f78-8f00-5bf067506a82 · outbound

This paper cites Large language models for generative information extraction: a survey.

Detecting Soft Skills in ML Engineering Roles CVs Large language models for generative information extraction: a survey

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:56.355903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:56.355903Z digest=sha256:8f95fab998e665d0cb39331b9c3bba197d19208bfc5724b6aab42d63781c197b

Observation 6a23878f-03f4-4fb6-919d-f610496b54ab · outbound

This paper cites an unresolved cited work.

Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

Reference 56

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unresolved
no resolver link, observed 2026-08-14T04:18:56.380061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:56.380061Z digest=sha256:4c955c357fb3d21ac6465d73ba1c373fb2ca1ceaa07e0685863623024fbe213e

Observation c297fc13-afd7-4cd4-b84c-d9e0c25d1f26 · outbound

This paper cites 1504/ijhrdm.2019.100638.

Detecting Soft Skills in ML Engineering Roles CVs 1504/ijhrdm.2019.100638

Reference 281

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metadata mismatch
raw_fallback, observed 2026-08-14T04:18:57.978295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:18:56.214899Z digest=sha256:16abb8ca833b9b9ee2ec11c6b45db3db12638a7a085f1725da7a11108467b455

Observation 22ac5673-a0b2-498a-b0d1-6fe834f2bf43 · outbound

This paper cites EPJ Data Science 8.

Detecting Soft Skills in ML Engineering Roles CVs EPJ Data Science 8

Reference 2019

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doi, observed 2026-08-14T04:18:57.749342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:18:34.691134Z digest=sha256:af567b4b4a673cbf06ac4f67a4eae4d54f4d57c7333098c48d73ba4a25525130

Observation 549cea5b-26cf-4a25-a13a-f24f2ae3c1bb · outbound

This paper cites URL:http://dx.doi.org/10.18653/v1/2020.emnlp-main.306, doi:10.

Detecting Soft Skills in ML Engineering Roles CVs URL:http://dx.doi.org/10.18653/v1/2020.emnlp-main.306, doi:10

Reference 2020

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:55.443407Z digest=sha256:96d860897c6ead7f48d1364465de05e56fee969c7d9b267925533e8e8605ea9d

Pith citing papers

No inbound Pith citation observations are available.