Resume Rater

Sample of good extraction (high precision; with rating)

src/data/test/Dong Xing_Catherine Zhang_Equity Research Intern.pdf

Name: ZHANG Xiaoyu Catherine
Email: zhangxy923@126.com
Number: +852 54871558
City/Country: China

Work Experience:
6 years 4 months
- Dongxing Securities Shenzhen, China
- Equity Research Intern, Computer Team Jan 2017 - Now
- AI and Internet+. Collect and analyze industry and firms’ information; get financial data by Wind and Bloomberg).
- Roland Berger Strategy Consultants Shanghai, China
- Part-time Assistant, Financial Services Department Sep 2016 - Nov 2016
- Bank of China Beijing, China
- Clients Manager, Individual Financial Department Sep 2012 - Jun 2016
- PROJECT EXPERIENCE
- ABT) Hong Kong
- Team Leader Mar 2017 - Apr 2017

Education:
5 years 1 months
- City University of Hong Kong Hong Kong
- Master of Science in Financial Services Aug 2016 - Nov 2017
- Investment, Derivatives and Risk Management, Corporate Finance, Financial Statement Analysis,
- Fixed Income Securities, Credit Risk Management.
- Capital University of Economics and Business Beijing, China
- Bachelor of Science in Finance Sep 2008 - Jun 2012
- RenMin Scholarship, 7 times (Top 10%).
- Investment Banking, Securities Investment Fund, Financial Model Design, Accounting, Economic Law.
- The University of Hong Kong Hong Kong
- Exchange Student Jul 2011- Aug 2011
- Financial Analysis, Marketing Management, Writing.

Skills:
Security, Finance, Writing, Analysis, Accounting, Research, Marketing, Email, Economics,
Strategy, Excel, Powerpoint, Financial analysis, Presentation, Design, Technical,
Cfa, Banking, Reports, Due diligence, Word, Mobile, Risk management, Analyze,
Ai, Data analysis, Microsoft office, Modeling
----------
Rating: 9

Sample of not-so-good extraction (low precision; with rating)

src/data/test/Brawn Capital_Minori Yoshida_FM.docx

Name: Minori Yoshida Yan Wo Yuet Building
Email: y.minori512@gmail.com
Number: +852-9544-5637
City/Country: Hong Kong

Work Experience:
6 years 4 months
- Brawn Capital Limited, Central, Hong Kong
- August 2016 Present
- Finance Manager
- Manage financials of project finance working closely with developer and asset management company in Japan
- Establish and improve internal financial processes of both project and corporate
- Manage budget, financial reports and tax flings both in Hong Kong and Japan
- KPMG AZSA LLC, Tokyo, Japan February 2012 February 2015
- Audit Practice
- Perform annual financial audits, quarterly reviews under J-GAAP and internal control audit under J-SOX for audit engagements of various clients including one of the biggest Japanese public companies listed in Tokyo Stock Exchange
- Perform reporting package reviews under IFRS and US-GAAP for various clients who have overseas parent companies
- Consult on management accounting issues and deliver solutions.
- Identify and communicate accounting and auditing matters to managers and partners

Education:
3 years 11 months
- Meiji University Bachelor of Business Administration April 2007 March 2011
- Department of Accounting

Skills:
Sales, Budget, Analysis, Auditing, Process, Tax, Administration, Reports, Gaap, Budgeting,
Financial analysis, English, Reporting, Finance, Modeling, Accounting, Financial reports,
Consulting, Journal entries, Flower, Communication, Audit, Word, Relationship management,
Excel
----------
Rating: 8

Credit

@ ongteckwu

References

[1] https://github.com/DataTurks-Engg/Entity-Recognition-In-Resumes-SpaCy

[2] https://spacy.io/usage/linguistic-features#named-entities

[3] https://en.wikipedia.org/wiki/Latent_Dirichlet_allocation

[4] https://en.wikipedia.org/wiki/Jensen%E2%80%93Shannon_divergence

[5] https://github.com/ongteckwu/Resume-Rater