Resume gold: Quantify your impact by automating tasks with Python and Flask.

Published on 06/11/2025Hiring & Talent Acquisition Insights

Analysis of Job Opportunity Based on Reddit Post "Overselling or Fair Game for Resume?"

1. Hot Skills, Tools, and Qualifications Identified:

  • Skills:

    • Automation: Showcased by automating a full-time job.
    • Problem-Solving: Spotting a time-consuming, manual process and creating a solution.
    • Impact Quantification: Clearly showing the value delivered (saving 160 hours/month).
    • Software Development: Building an application.
    • Process Improvement: Significantly enhancing and streamlining a workflow.
  • Tools:

    • Python: The programming language used.
    • Flask: The web framework, suggesting potential for web app development or API creation.
  • Qualifications:

    • Proven ability to deliver significant, measurable business value.
    • Experience in developing and deploying applications that solve real-world problems.
    • Initiative and the ability to identify areas for automation.

2. Potential Job Opportunities:

Given the demonstrated skills, this individual is well-suited for roles that value automation, efficiency, and tangible results. Some potential opportunities include:

  • Software Engineer (Automation Focus): Many companies need engineers to build internal tools or automate existing processes to boost efficiency.
  • Automation Engineer: A role dedicated to designing, developing, and implementing automation solutions across various business functions.
  • Backend Developer / Full-Stack Developer (with a focus on internal tools): The Python/Flask experience is directly applicable. Roles involving building or improving operational software would be a good fit.
  • DevOps Engineer (if other relevant skills exist): Automation is a core part of DevOps. If the individual has skills in CI/CD, infrastructure, or monitoring, this could be a great path.
  • Process Improvement Specialist / Business Analyst (with strong technical skills): While not a pure development role, their ability to spot inefficiencies and implement technical solutions is highly valuable.

3. Resume Submission Directions:

The key is to highlight the impact of the work, not just the tools used.

  • Lead with Quantifiable Achievements: The bullet point "Developed a Python/Flask application that fully automated a full-time job, saving 160 hours of manual work per month" is excellent and should be featured prominently.
  • Use the Problem-Action-Result (PAR) or STAR (Situation-Task-Action-Result) framework:
    • Problem/Situation: A significant manual workload consuming about 160 hours per month.
    • Action/Task: Designed and developed a Python application using the Flask framework.
    • Result: Fully automated the process, eliminating 160+ hours of manual labor monthly and freeing up employee resources.
  • Highlight Key Skills: Explicitly list Python, Flask, Automation, Software Development, and Process Improvement.
  • Tailor to Job Descriptions: For roles focused on automation, emphasize this achievement. For general software engineering roles, it shows strong problem-solving and the ability to deliver value.
  • Show Initiative: Frame the project as something you identified and executed, showcasing proactivity.
  • Target Companies Valuing Efficiency: Look for companies that emphasize operational excellence, innovation, or have teams dedicated to internal tooling and automation.

4. Expected Benefits:

Successfully leveraging this experience on a resume and in interviews can lead to:

  • Increased Interview Callbacks: Hiring managers are actively looking for candidates who can demonstrate tangible impact.
  • Higher Salary Potential: Quantifiable achievements like saving significant labor hours provide strong negotiation leverage.
  • Access to More Impactful Roles: This experience positions the candidate for roles where they can make a substantial difference.
  • Stronger Standing Against Other Candidates: Many candidates list skills; fewer can clearly demonstrate the value of those skills with concrete numbers.
  • Career Advancement: This type of accomplishment is a stepping stone to more senior or specialized roles focused on high-impact projects.
  • Opportunity for Autonomy: Demonstrating the ability to independently identify and solve major problems can lead to more trust and autonomy in future roles.

Origin Reddit Post

r/resumes

Overselling or fair game for resume?

Posted by u/Evening-Mousse-181206/11/2025
Built a Python + Flask app that fully automated someone's job. What used to be their full-time monthly workload is now done automatically in seconds. Eliminated \~160+ hours per month of manu

Top Comments

u/Secret-Training-1984
This is definitely fair game and exactly what you should put on a resume. You’re showing real impact with actual numbers, which is what every hiring manager wants to see. 160 hours saved per

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