Pith. sign in

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.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

59 of 59 outbound references displayed

  • verified exact13
  • verified fuzzy6
  • unresolved35
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:34.269757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:34.269757Z digest=sha256:9954c6772598ce7a68c3edc2c9b5fb331dcaa3ab09c665f62f64e5a53d8fb810

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:34.334214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:34.334214Z digest=sha256:7199ef1e49e247c42167d103aa65db7c45a47bf459d2c29189d95882fc60a33b

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:34.354167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:34.354167Z digest=sha256:fc7d3d222fae46927ad965923c53891e51eb43e1e5afd23663e933e8517740d4

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

Resolution
metadata mismatch
raw_fallback, observed 2026-08-14T04:18:59.764813Z

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=2026-08-14T04:18:34.389209Z digest=sha256:f67d649e80f20f589d48a331fa3aacd2f48d03a43ff5bc0d69472baf915c0d6e

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:34.511233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:34.511233Z digest=sha256:eaebfd056161eb66fc8f532fee4cb5857566cda031157f98b392b308c3544729

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

Resolution
verified exact
raw_fallback, observed 2026-08-14T04:18:59.510734Z

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=2026-08-14T04:18:34.584746Z digest=sha256:7e04061eacf38194cae6c0eb927f76eaee74395863dbcb48944a9aef0eff4b4a

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

Resolution
verified exact
doi, observed 2026-08-14T04:18:57.785280Z

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=2026-08-14T04:18:34.614083Z digest=sha256:be3d2886ee929eca08cae24b748a1b17b0328e7a3e92646927b0c6398e054530

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

Resolution
unresolved
raw_fallback, observed 2026-08-14T04:19:00.944749Z

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=2026-08-14T04:18:34.659562Z digest=sha256:f83e419d26e9fe88038e476546aa81357071565ee14ddd7fee94dd34087014f1

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:34.730034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:34.730034Z digest=sha256:dadc42415bfc075ebc08389e4ad29bc990aa781f37f836ca4af631c99c1d98f1

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:34.750823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:34.750823Z digest=sha256:b4e91b59afd10c50048dbced1b2f4926d309895d9e158023a2e8239a3f3a2354

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:19:00.834747Z

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=2026-08-14T04:18:34.835411Z digest=sha256:5aebe6fd069122f34d226a3f9e63ccaebb22fb558bdf9d1b0e63385d5f14c86b

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:34.909433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:34.909433Z digest=sha256:8bb407f155b8846b7612a2b6f328110043aee486c7483cb3b37abe49e38d4ecc

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:34.918952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:34.918952Z digest=sha256:aa9c3b944bcb945db406bdd7b2ed94af40b6d5dda15c7e0b6389eb9767aa7d3e

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:34.960183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:34.960183Z digest=sha256:42abd995ba77370e33aa5b1d1221102ffab0617ff6da578d67fb78f7d2acb660

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:19:00.750599Z

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=2026-08-14T04:18:35.098835Z digest=sha256:968f57456ad748f2a312d1879a7a61bedc32dd83b2be36934e3559a0894c334c

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:35.140587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:35.140587Z digest=sha256:c8a83dafbdafd31ba2b554e6237a0db34a73be2630c825184f9235250bd9f762

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:35.157269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:35.157269Z digest=sha256:0a3a2bd9df414dc1a8bd3a45bc2bab4ae1c2c01e453cabb63d439d253c52a203

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:35.286500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:35.286500Z digest=sha256:7872bd5f77f293d29d7733bc1bbd862d8efbbcb864060972209795c7e2eb0750

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:35.399071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:35.399071Z digest=sha256:e61e806fceb3d9ec5c879581b235e109e7ea89570be6bf8f0e2dc517c3d5420f

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:35.415652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:35.415652Z digest=sha256:57658bfb9281b7260bd78ecdc6901808554fe1e662b0d8e35f20e49cc9943c12

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:55.222185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:55.222185Z digest=sha256:4f83bf4adddf01a9f867d21a4e03dbede029f8dbfd563d08eea66ad3ae565c59

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:55.249273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:55.249273Z digest=sha256:bb0f56e98c44c4f576695c8ccd368dd5e3067a01db1d7c9913638be0b0a2a83e

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:19:00.650156Z

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=2026-08-14T04:18:55.279523Z digest=sha256:6673e09fd94ad0d35f958e7d286c9b6ac7b8672da0550b173a7c4a8e113083fb

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:55.316698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:55.316698Z digest=sha256:8d3feda00939f658bd7a19743f8ccac08e5aa688955786c75011b70e54a0139e

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

Resolution
verified exact
doi, observed 2026-08-14T04:18:57.568066Z

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=2026-08-14T04:18:55.375490Z digest=sha256:b546c659973a7c79b68e1c51fe879ec6b696e5b8dc53e75866d3cb9435dcc7aa

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

This paper cites an unresolved cited work.

Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-14T04:19:00.536123Z

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=2026-08-14T04:18:55.419043Z digest=sha256:d7a255c2c9867c37fbb1fe5dcd342a61d25c9ca587c288d5893c4892cd022fd6

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

Resolution
malformed identifier
doi_truncated, observed 2026-08-14T04:18:57.459813Z

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=2026-08-14T04:18:55.475487Z digest=sha256:4f35e9e41f634988d94dcfdc54761e6e6d68013527f2ccf645f6e69e12b15e4c

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:19:00.484028Z

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=2026-08-14T04:18:55.534830Z digest=sha256:cc1bf5e60ecf94a9a954c01957a454cd0a519a1e2a7982b09c268c116bd5fe04

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:55.589447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:55.589447Z digest=sha256:8c89042d11b7a152716e1b1d224bec1d5ac66ac6c12efe910d389e92ab8f3725

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

This paper cites an unresolved cited work.

Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:55.634749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:55.634749Z digest=sha256:e784d72b829bc1d6baf9f6ed10c7b2aa98342083eb257ba4097e4da5ba9a7adb

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

This paper cites Softskills,hardskills:Whatmattersmost?evi- dencefromjobpostings.

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

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:55.675954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:55.675954Z digest=sha256:30d8773f6b6a91016e454c570f75536959311fdb3c2614a0dafdba7ee9bd2f72

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

This paper cites an unresolved cited work.

Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:55.725964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:55.725964Z digest=sha256:d4c4b48a1bf55e991c1706e7a5c0d8a487311f2691975aa3cd9c4f9ae9797a00

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

This paper cites an unresolved cited work.

Detecting Soft Skills in ML Engineering Roles CVs Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:55.770005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:55.770005Z digest=sha256:e53033ff113b2ab4c7a85150105f8f1bb3093c26753f8689409f045fc40b9882

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

Resolution
verified exact
raw_fallback, observed 2026-08-14T04:18:58.322538Z

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=2026-08-14T04:18:55.787986Z digest=sha256:f7e3b91fe29fa28ff566d7c4b85241bb175df8e3206e9d728f6a6d49d3baa2a1

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

Resolution
malformed identifier
no resolver link, observed 2026-08-14T04:18:55.824820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:55.824820Z digest=sha256:d6eef4a16067ec9d9c98118a220cd8e46beb07e30f3912f204e511ba42214881

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

Resolution
verified exact
doi, observed 2026-08-14T04:18:57.395731Z

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=2026-08-14T04:18:55.864827Z digest=sha256:ea5752cea5f1279ad05d7a8ad9edebd561e3437ef6b1a95864e7db97c8a1a2a0

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

Resolution
unresolved
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:a8aee07344cbc346f31b9683749cc8739fc53ece77e7a3845bc1ac6c3769d78a

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

Resolution
verified exact
doi, observed 2026-08-14T04:18:57.366402Z

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=sha256:3a9a9f28d21f93815510e8968190408709f15a68f18cb9fa773a8d939ab247dd

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

Resolution
verified exact
doi, observed 2026-08-14T04:18:57.254865Z

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=sha256:2daec579d90e4e3e9dd7357c0f98e39f71a4d2c2cb585ba501e22e5743c817c9

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

Resolution
verified exact
doi, observed 2026-08-14T04:18:57.193592Z

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:de85c004f5b1cf2d9b74d2ce6ee4cd53474e08645a62a49d5703486f075d0790

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=sha256:3ec8ba5283d5859b759414486dbebe02a251ff406f3b665eca3d5bb2387a9151

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

Resolution
unresolved
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=sha256:236f37e655b660d6da5cb9a0654a26d15c9bde8db69d67bb275e7455c32d99dd

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

Resolution
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=sha256:8f7ccf871bb564f125f181cc93beef137788c4ae5af3d601a72fa8f55fd79af2

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

Resolution
verified exact
doi, observed 2026-08-14T04:18:57.057824Z

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:eac666ed7079c4f7e08ebc452fedf28c12d2c065474a64300ff31e52b041b3a7

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

Resolution
unresolved
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:e14289b8ccc7dbe35a7d35d030d570a8da428b3a5b687a112826f23b72df543a

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=sha256:237543439e26231f62e89f90a4cc995cfc99e2d8601705422282ba55ea1fbd38

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

Resolution
verified exact
doi, observed 2026-08-14T04:18:56.917166Z

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=sha256:9d67c9b5139c6b7e468f529fce5eb84e8c8341b8bb3b89298c244a9f22e06e34

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

Resolution
verified exact
doi, observed 2026-08-14T04:18:56.821404Z

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=sha256:9b402166a146d3273f40e6cb608cf6f1c5eebab6fae926e8f53478f7f45f52db

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

Resolution
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:c3a8baf81be15e1bd602ef8c44de113317344baabe789e7668288b52af8c2cec

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:56.234047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:56.234047Z digest=sha256:bc200ad416efd84ba239ec11b6afba5f14b48b644754befa3947c291098b5a1e

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:56.261151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:56.261151Z digest=sha256:45193103e30bbfc9a43f216160d496ea3b7c8a240e560fb80dcd71676a5dfe28

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

Resolution
unresolved
raw_fallback, observed 2026-08-14T04:19:00.255024Z

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:df2aba4b7e6c90a118b810874e2857c1c701505e243d24fa6210b18511cbaaf3

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
unresolved
no resolver link, observed 2026-08-14T04:18:56.329906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:56.329906Z digest=sha256:b3ba69793fb36ea3476715966965718e438f5d57161c8d6155eea9e8c20eed5b

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=sha256:4e51670d0d3464f9d9a473b70a9a129cea37c00c015659bddf5c5b1be6816568

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=sha256:4906959ffd1c4156816c084deb0069c762005bfc7fe4e250e008b466352412e2

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

Resolution
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=sha256:80e902e91889f019fd1b07ffeed0342dfda58ae543a8e1dfdd7a7294ed5b1639

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

Resolution
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=sha256:6549f9559ecc712d2f5dbda52a66deec9ee46ba84bd7890f2d0b42f994cf7d1a

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

Resolution
verified exact
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:a3bcf274044f2dd5cba2ab531af1f45a9d98ba268966c8d21c725163340c063c

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

Resolution
unresolved
no resolver link, observed 2026-08-14T04:18:55.443407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:18:55.443407Z digest=sha256:bc9e53abce5894295165fcbca1d137015d76a3d50443f027ef4228f5240de193

Pith citing papers

No inbound Pith citation observations are available.