Specialty Role Interviews
12 articles to help you prepare for your next interview.
How to prepare for AI product engineer interviews: what companies test, how to discuss LLM integrations, RAG pipelines, evaluation strategies.
Prepare for AI safety engineer interviews at Anthropic, OpenAI, and Google DeepMind covering alignment, interpretability, red teaming, RLHF.
A complete guide to data platform engineer interviews: lakehouse architecture, Spark internals, Delta Lake, dbt, orchestration.
A technical guide to Edge AI and TinyML interviews covering quantization, pruning, deployment frameworks, and hardware targets from MCUs to mobile NPUs.
A complete guide to FinOps engineer interviews covering cloud cost concepts, AWS and GCP tooling, showback/chargeback models, certifications.
How to discuss cloud cost optimization, FinOps principles, right-sizing, spot instances.
Everything you need to know about LLM engineer interviews: RAG architectures, fine-tuning vs prompting, evaluation, guardrails.
What MLOps engineer interviews test — CI/CD for ML, feature store design, model registry, serving infrastructure, monitoring drift.
Comprehensive guide to platform engineering interviews covering internal developer portals, golden paths, DORA metrics.
Prepare for platform security engineer interviews with coverage of zero trust architecture, IAM, secrets management, supply chain security.
A technical deep-dive into security engineering interviews covering threat modeling with STRIDE, cryptography fundamentals.
A comprehensive guide to SRE interviews covering the Google SRE model, SLI/SLO/SLA definitions, error budgets, capacity planning, toil reduction.