Assessing candidates with ChatGPT
- Fermin Diez
- Aug 28, 2023
- 5 min read
Updated: Oct 5, 2023

You are an awesome recruiter with experience in the pharmaceutical sector in Singapore. Your company is starting a new research centre and you are to recruit research engineers to start this centre. You have received a CV applying for a job. I have included it below. Please give an assessment of the CV, how well does it fit the requirements of research engineer and propose questions to ask of this candidate.
[Candidate's CV]
Name: John Smith
Email: johnsmith@email.com
Phone: +65 1234 5678
Objective:
To secure a challenging position as a Research Engineer in the pharmaceutical industry, utilizing my strong technical skills and research experience to contribute to the development of innovative solutions.
Education:
Bachelor of Science in Chemical Engineering, National University of Singapore (NUS), Singapore, 2018-2022 Diploma in Pharmaceutical Science, Temasek Polytechnic, Singapore, 2016-2018
Skills:
Strong knowledge of chemical engineering principles and processes Proficient in laboratory techniques, including chemical analysis and synthesis Experience in data analysis using statistical software (MATLAB, Python)
Familiarity with pharmaceutical regulations and quality control standards
Excellent problem-solving and analytical skills
Strong written and verbal communication skills
Ability to work effectively in a team and independently
Experience:
Research Assistant, Biotech Solutions, Singapore, 2022-Present
Assist in conducting experiments, analyzing data, and preparing reports
Collaborate with a team of researchers to develop new drug formulations
Perform quality control tests on pharmaceutical products
Maintain laboratory equipment and ensure compliance with safety protocols
Intern, ABC Pharmaceuticals, Singapore, 2021
Conducted literature reviews and assisted in experimental design
Prepared chemical solutions and performed various laboratory tests
Assisted in analyzing data and generating technical reports
Projects: Development of a novel drug delivery system using nanotechnology (Bachelor's thesis)
Investigation of the effect of process parameters on the crystallization of pharmaceutical compounds (Diploma project)
EDUCATION
B S Biomedical Engineering PA: May 2020
Minors: Chemistry, Psychology
University of Utah Dean's List 2017 -2018 Salt Lake City, UT
Relevant Coursework:
Computational Methods BioSignals/Imaging Analysis BioSystems Analysis
TECHNICAL SKILLS
Programming Languages: MATLAB R/RStudio BASH LabView
Technical Skills: Adobe Illustrator Solid, Works Gateway Cloning Cell Culture Techniques
Primer Design Microinjections ImageJ Analysis FlexiVent Experiments
EXPERIENCE
Summer Undergraduate Research Fellow, Wang Lab, Mayo Clinic May 2018-Present
Performing gene set enrichment analysis in order to summarize top genes studied in Alzheimer's disease research and better visualize the pathways drugs can target in the future.
Created a co-expression network of differentially expressed genes from 4 different AD studies in order to identify causal disease variants and better model disease progression.
Programmed a data unpacking and transforming package that mined AD databanks for RNA-seq and methylation data in order to be analyzed through the lab's novel c-QTL software pipeline.
Designed a lab recruitment poster presented at Mayo Clinic's Graduate & Medical School Open House.
Connect2Health Mentor, Pediatric Specialty and Mother Baby Units, University of Utah Healthcare Sep 2017-Present
Serve as liaison between under-served patients in need and their social worker to connect them with local community resources, and assist in enrolling them in federal assist programs like SNAP and Medicaid.
Assist with social wellness checks for pregnant women in the SUPeRAD clinic suffering from substance abuse with the goal of fostering self- sufficiency with dignity among our patients.
Student Researcher, Rosenblatt Lab, University of Utah, Huntsman Cancer Institute Dec 2016-Mar 2019
Investigating the role of extrusion in the inflammatory response pathway to better treat patients with Asthma.
Created an automated cell counting MATLAB program that recognizes and marks extrusions in cell monolayers that significantly expedites the image quantification process for lab members.
Identified the occurrence of excessive extrusions in asthmatic mice bronchioles during bronchoconstriction and presented this finding at a total of 4 university and national poster conferences.
LEADERSHIP & COMMUNITY INVOLVEMENT
Council on Student Advancement, Office of Undergraduate Studies, University of Utah Mar 2018-Present
Serve as the student representative for Undergraduate Studies as part of this inaugural club and presently coding a survey application to connect underrepresented and first year students to campus organizations.
Created a mentorship program with the First Star Academies for youth in foster care to inspire them to pave their own higher educational pathways in STEM.
Biomedical Engineering Society, Chair of Research & Mentoring Committee, Universityof Utah April 2017-Present
Represent department at conferences; coordinate employer panels and volunteering events for bioengineering students.
International Ambassador, International Student & Scholar Services, University of Utah Aug 2016-Present
Plan new international student orientations and assist 500+ students with submitting enrollment paperwork yearly.
SELECTED AWARDS AND PRESENTATIONS
Travel Scholarship Recipient and top student presenter, SACNAS Conference; San Antonio, TX Oct 2018
1st Place Team, 2018 Daniels Fund National Ethics Competition; Denver, CO Apr 2018
Campus Involvement Scholar, University Alumni Association Mar 2018
Research on Capitol Hill Presenter: "Excessive Extrusions Damages Airway Epithelia" Jan 2018
Joseph H Merrill Engineering Scholar, College of Engineering Mar 2017

Thank you for providing the candidate's CV. Here is an assessment of the CV and some questions you can ask the candidate:
Assessment:
1. Education: The candidate holds a Bachelor's degree in Biomedical Engineering with minors in Chemistry and Psychology. The coursework seems relevant to the field of research engineering.
2. Technical Skills: The candidate has proficiency in programming languages such as MATLAB, R/RStudio, BASH, and LabView. They also possess skills in various biomedical engineering techniques and software tools.
3. Experience: The candidate has relevant research experience as a Summer Undergraduate Research Fellow at the Wang Lab, Mayo Clinic. They have worked on gene set enrichment analysis, co-expression network creation, and programming data analysis tools. Additionally, the candidate has experience as a Student Researcher at the Rosenblatt Lab, University of Utah, where they conducted research on the role of extrusion in the inflammatory response pathway.
4. Leadership and Community Involvement: The candidate has demonstrated leadership skills through their involvement in various organizations and programs. They have served as the Chair of the Research & Mentoring Committee at the Biomedical Engineering Society and as an International Ambassador at the International Student & Scholar Services. They have also been part of the Council on Student Advancement and have contributed to the development of mentorship programs.
Questions for the Candidate:
1. Can you elaborate on your experience with gene set enrichment analysis and co-expression network creation? How did these analyses contribute to Alzheimer's disease research?
2. Tell me about the MATLAB program you developed for automated cell counting in the Rosenblatt Lab. How did it improve the image quantification process?
3. In your role as a Summer Undergraduate Research Fellow at the Wang Lab, Mayo Clinic, you worked on mining data from AD databanks for analysis. Can you explain the process and the software pipeline used for this analysis?
4. How did your research on the role of extrusion in the inflammatory response pathway contribute to improving treatment strategies for asthma patients? Can you share any specific findings or insights from your research?
5. As the Chair of the Research & Mentoring Committee at the Biomedical Engineering Society, how did you coordinate employer panels and volunteering events for bioengineering students? What were some challenges you faced, and how did you overcome them?
6. Describe your experience as a Connect2Health Mentor, assisting under-served patients in need. How did you help them access local community resources and federal assistance programs? Can you share a notable success story?
7. What motivated you to create a mentorship program for youth in foster care as part of the Council on Student Advancement? How did you inspire them to pursue higher education pathways in STEM?
These questions will help you assess the candidate's technical skills, research experience, problem-solving abilities, leadership qualities, and their ability to contribute to the new research center.
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