# AI Interview Preparation 2026: Comprehensive Turkish Guide for Candidates + Employers

> Source: https://sukruyusufkaya.com/en/blog/ai-mulakat-sorulari-hazirlik
> Updated: 2026-05-13T19:58:03.474Z
> Type: blog
> Category: yapay-zeka
**TLDR:** Detailed AI/ML interview preparation guide: candidate side (5-stage process, 50+ technical questions with answers, ML system design, behavioral STAR, salary negotiation, Turkish company patterns), employer side (effective technical interviewing, what NOT to ask, bias-free evaluation, junior vs senior question difference), role-specific questions (Data Scientist, ML Engineer, AI Engineer, Research Scientist), Trendyol/Getir/Turkish bank interview formats, AI-assisted interview prep with GPT-5/Claude, mock interview platforms (Pramp, interviewing.io), AI cheat detection methods, live coding rules, real salary negotiation scenarios (Turkey + US remote).

<tldr data-summary="[&#34;AI/ML interview is typically 5 stages: (1) Phone screen, (2) Coding/LeetCode, (3) ML/AI knowledge, (4) System design, (5) Behavioral + team fit. Trendyol/Getir 4-6 hours total, Big Tech 8-10 hours.&#34;,&#34;Questions vary by ROLE: Data Scientist (SQL + stats + business), ML Engineer (algorithms + system design), AI Engineer (LLM + RAG + agentic), Research Scientist (math + paper reading).&#34;,&#34;50+ important questions categorized: ML fundamentals (bias-variance, regularization), DL (backprop, transformer), LLM (RAG, fine-tuning, evaluation), system design (recommender 1M user, real-time fraud detection 100ms), behavioral (STAR format).&#34;,&#34;Turkish company interview differences: Trendyol HackerRank + 3 technical + HR, Getir tech camp + system design + culture, Turkish banks HR-heavy + algorithm + behavioral, Aselsan security questions + technical.&#34;,&#34;AI/LLM interview prep: GPT-5/Claude mock interviews, ask + answer yourself, explain code, reframe ChatGPT answers in your words. AI prep effective BUT live AI use = disqualification, unethical.&#34;,&#34;Employer side: junior gets real problem + fundamentals, not hard puzzles. Illegal questions: age, marital status, nationality, religion. Bias-free interview rubric required.&#34;,&#34;Salary negotiation (Turkey 2026): Junior AI Engineer first offer ₺70K, anchored counter 90K, final average 80-85K. Never accept first offer. 2-3 alternative offers required.&#34;]" data-one-line="AI interview 5 stages: phone + coding + ML + system design + behavioral. 50+ question prep + Turkish company patterns + salary negotiation; for employers bias-free rubric."></tldr>

## 1. 5 Stages Standard

Phone, coding, ML/AI knowledge, system design, behavioral. 4-8 hours total Turkey, 8-10 hours Big Tech.

## 2. Role-Specific Prep

- Data Scientist: SQL + stats + business case
- ML Engineer: algorithm + system design
- AI Engineer: LLM + RAG + agentic
- Research Scientist: math + paper reading

## 3. 50+ Question Categories

ML fundamentals, DL, LLM, math/statistics, system design, behavioral.

## 4. Turkish Company Formats

Trendyol, Getir, Turkish banks, Aselsan — each with different process structure.

## 5. AI-Assisted Prep

GPT-5/Claude mock interviews. Effective for prep, but live use = disqualification.

## 6. Employer Side

Bias-free rubric, junior vs senior question difference, illegal questions (age, religion, marital status).

## 7. Salary Negotiation

Junior Turkey ₺70-100K, senior ₺180-280K. Never accept first offer. Anchored counter strategy.

## 8. Conclusion

30-day prep: CV + LinkedIn + 50 questions + 3 mock interviews + system design study + 20 applications.