AI Engineer Resume Template: Craft a Job-Winning Resume in 2025

“A great model is worthless if its creator can’t get past the ATS.” — Flexly Talent Insights, 2024

🔥 1. Quick Stats

• 76 % of AI/ML resumes never reach a recruiter due to keyword mismatches
• Recruiters spend ~7 seconds on the initial skim
• 1 in 3 managers says quantifiable impact is the #1 missing ingredient

✍️ 2. Contact Block & Headline

✅ Emma Zhao — Machine‑Learning Engineer, Computer Vision (Remote OK)
❌ Emma Zhao — Passionate Engineer

💡 Expert Insight (Anna, Senior Tech Recruiter):

“Nail your headline first. It’s the very line the ATS indexes and recruiters scan. Mention your role, key specialty, and remote openness—skip fluffy adjectives.”

💡 3. Professional Summary

“AI/ML engineer with X years designing ➜ training ➜ shipping models. Key wins: +YY % accuracy, –ZZ % latency, $MM saved. Seeking [role] at [company] to scale [goal].”

💡 Expert Insight (Anna, Senior Tech Recruiter):

“Treat the summary like a product pitch. One glance should tell me your super‑power, biggest metric win, and the business result you want to replicate for my company.”

🛠️ 4. Skills Matrix

• Core: Python, PyTorch, TensorFlow, Spark
• Emerging: LangChain, RAG, ONNX, Triton
• Tools: AWS SageMaker, Docker, Kubernetes

💡 Expert Insight (Anna, Senior Tech Recruiter):

“Group skills by theme; it shows depth and range. I’m hunting for core languages first, then proof you experiment with the latest Gen‑AI stack.”

🚀 5. Projects & Achievements (STAR + Metrics)

• Inherited fraud model (F1 0.54) → implemented LightGBM → ↑ F1 to 0.83 (+53 %), saved $420 k/yr

💡 Expert Insight (Anna, Senior Tech Recruiter):

“Numbers grab attention. A before‑and‑after metric proves you didn’t just do work—you moved the needle.”

🎓 6. Education & Certifications

• M.S. Computer Science, UW (2022)
• AWS Certified ML – Specialty (2024)
• DeepLearning.AI Gen‑AI Specialization (2025)

💡 Expert Insight (Anna, Senior Tech Recruiter):

“Degrees open doors, but recent certs tell me you keep learning. Highlight the ones that map to the job description’s tech stack.”

🌟 7. Credibility Boosters

• GitHub: 1.2 k ⭐ “Time‑Series X”
• Kaggle: Master tier (top 2 %)
• Publications: ICML 2024 paper on multi‑modal diffusion

💡 Expert Insight (Anna, Senior Tech Recruiter):

“Side projects and public wins show passion. Star counts and competition ranks are concrete social proof.”

📄 8. Junior vs Senior Snapshots

🐣 Junior:

• 18 mos CNN training
• +12 % sensitivity
• FastAPI deployment (–40 % latency)

🏆 Senior:

• Led 8 FTEs
• $38 M GMV uplift
• Micro-batch gRPC pipeline (15 ms P99)

💡 Expert Insight (Anna, Senior Tech Recruiter):

“Give me a mini‑resume that fits the level. Early‑career? Show learning velocity. Senior? I expect org‑level impact and team leadership.”

✅ 9. 10‑Point Checklist

1. •File name: firstname‑lastname‑ai‑engineer‑resume.pdf
2. •Font 10–12 pt, sans serif
3. •2 pages max (< 5 yrs → 1 page)
4. •Metric-driven bullets
5. •Live links: GitHub, Kaggle, portfolio
6. •ATS-friendly format
7. •No fancy design elements
8. •Relevant keywords
9. •Updated within 6 months
10. •Clear section structure

🔗 Next Step

Upload your resume to Flexly for instant, skills‑based matches—no recruiter black holes.

💬 Need more help? Drop a comment and we’ll workshop your resume together!