I’ve been building up my automation skills and I’d like them to actually count when I’m talking to employers. How do I show off my 3B and automation skills? Wondering what carries weight, from real builds to how I talk about them.
Great question and good thinking ahead!
Employers trust evidence over claims. In rough order of impact:
- Working builds they can see. A workflow that solves a concrete problem beats any bullet point. “I automated alert enrichment across three intel sources and cut triage time” lands harder than “proficient in automation.”
- The reasoning behind the build. Being able to explain why you structured it the way you did (why you fanned out in parallel, how you handled a source timing out, how you kept credentials safe) signals maturity. Anyone can copy a flow; few can defend their design choices.
- Outcomes, not features. Tie each build to a result: time saved, errors reduced, a manual process eliminated, a response that got faster.
Build a portfolio
- Collect 3 to 5 workflows that show range: one enrichment/data flow, one that integrates a couple of APIs, one with human-in-the-loop decisioning, one scheduled/operational job. Variety shows you can pick the right pattern for the problem.
- For each one, write a short case study: the problem, your approach, a diagram or screenshot of the flow, the tricky parts, and the outcome. Keep it to a page.
- Sanitize anything real. Rebuild sensitive work with dummy data so you can share it freely.
- Put it somewhere linkable: a GitHub repo with README write-ups, a personal site, or a PDF you can attach to applications.
How to talk about them
- Use a problem-to-outcome structure in interviews: “Analysts were manually looking up indicators, so I built X, which did Y, and the result was Z.” Short and specific.
- Show you think about failure and edge cases. Mentioning how you handle rate limits, partial failures, retries, and idempotency separates you from people who only demo the happy path.
- Speak in transferable terms. The concepts (webhooks, API auth, parsing and normalizing data, branching logic, parallel execution, error handling) apply across any automation platform, which reassures employers you are not locked into one tool.
Sharpen and signal skill
- Contribute in the community: answer questions, share patterns, post breakdowns of builds. A visible track record of helping others is strong social proof.
- Rebuild a manual process from a past job or a volunteer project end to end. Real constraints produce better stories than tutorials.
- Keep a running log of what you built and what you learned. It makes updating a resume and prepping for interviews trivial, and it shows growth over time.
Hope this helps!