Irina Rancea
Data AnalystTeam Lead at Bitdefender
Bitdefender
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Team Lead at Bitdefender
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Curious.
Politehnica University of Bucharest
PhD Student, Natural Language Processing
January 1, 2008 – January 1, 2011
Data Base –Business Support – Faculty of Cybernetics, Statistics and Economic Computers, Academy of Economics Studies, Bucharest
Master of Science, Database, Data Mining
January 1, 2007 – January 1, 2009
Politehnica University of Bucharest, Faculty of Automatic Control and Computer Science
Master of Science, Computer Science
January 1, 2007 – January 1, 2009
Faculty of Automatic Control and Computers Science, Politehnica University Bucharest
Eng., Computer Science
January 1, 2002 – January 1, 2007
Bitdefender
Line Manager
March 1, 2023 – Present
Bitdefender
Development Team Lead
March 1, 2023 – Present
Bitdefender
Project Manager
November 1, 2021 – Present
Bitdefender
Machine Learning Engineer
January 1, 2019 – July 1, 2021
Bitdefender
Machine Learning Researcher
January 1, 2015 – March 1, 2022
BitDefender
Natural Language Processing Researcher
January 1, 2011 – January 1, 2014
BitDefender
Online Threats Scripting Engineer
January 1, 2009 – January 1, 2011
NoBug Consulting
Software Engineer
January 1, 2007 – January 1, 2009
NoBug Consulting
Tester Engineer
January 1, 2006 – January 1, 2007
NoBug Consulting
Verification Engineer
January 1, 2005 – January 1, 2007
Machine Learning
Coursera
June 24, 2026 – Present
Social Psychology
Coursera
June 24, 2026 – Present
Computing for Data Analysis
Coursera
June 24, 2026 – Present
A Beginner's Guide to Irrational Behavior
Coursera
June 24, 2026 – Present
CCNA 2 – Routing Protocols and Concepts
UPB Academy (Politehnica University of Bucharerst) in collaboration with CISCO Networking Academy
June 24, 2026 – Present
Natural Language Processing
Coursera
June 24, 2026 – Present
Compilers
Coursera
June 24, 2026 – Present
CCNA 1 – Network Fundamentals
UPB Academy (Politehnica University of Bucharerst) in collaboration with CISCO Networking Academy
June 24, 2026 – Present
Fundamentals of Java Programming
UPB Academy (Politehnica University of Bucharerst) sponsored by Sun
June 24, 2026 – Present
Graduate Diploma in Pedagogy
Politehnica University of Bucharerst and MECT
June 24, 2026 – Present
Cultural Fit Analysis
The candidate has a long tenure at Bitdefender, indicating loyalty and stability. The diverse roles within the same company (from Online Threats Scripting Engineer to Machine Learning Engineer, Project Manager, and Line Manager) suggest adaptability and a willingness to take on new challenges. The academic background and certifications show a continuous learning mindset. However, the target role of 'Data Analyst' is a slight shift from recent leadership and ML engineering roles, which might require re-focusing on core data analysis tasks rather than management or pure ML research. The lack of diverse company experience might indicate a preference for stability over varied organizational cultures.
Soft Skills & Operational Fit
The candidate's career progression from individual contributor roles (Software Engineer, Researcher) to leadership positions (Team Lead, Project Manager, Line Manager) suggests strong leadership, project management, and potentially good communication skills. The descriptions of implementing AutoML platforms and leading technical teams imply an ability to work in complex environments and manage technical initiatives. However, without specific psychometric or communication test results, a definitive assessment of soft skills and operational fit is limited.