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What kind of engineer do you need?
Pick a position. Drives skill defaults and matching.
Full-stack engineer
Ship product end-to-end with Cursor + Claude
Frontend engineer
UI, design systems, generative interfaces
Backend engineer
APIs and services with LLM-powered tooling
AI / ML engineer
Fine-tune, RAG, multimodal, agents
AI agent developer
Autonomous agent workflows + tool calling
LLM application engineer
Production LLM apps · eval · guardrails
Mobile engineer
iOS / Android with on-device AI
Data engineer
Pipelines feeding LLM + analytics systems
DevOps / Cloud
AI-native CI/CD · infra-as-prompts
Design engineer
Pixel-tight UI + AI motion
Platform engineer
Internal AI platforms · IDP
Product engineer
Owns product loops · AI growth
Generative UI engineer
LLM-driven dynamic interfaces
Voice AI engineer
Realtime voice agents · STT / TTS
Computer vision engineer
Vision models · multimodal · perception
Speech / audio engineer
Whisper · ElevenLabs · dubbing · diarization
Conversational AI engineer
Intent · dialog · voicebots
Prompt engineer
Prompt eval · structured output · ops
RAG / search engineer
Hybrid search · reranking · indexing
Vector DB engineer
Embeddings · ANN · pgvector · Pinecone
MLOps engineer
Training, serving, monitoring
Data scientist
Notebooks · models · experiments
Analytics engineer
dbt · semantic layers · reverse ETL
AI infrastructure engineer
GPU clusters · training infra · vLLM
GPU / CUDA engineer
Kernels · perf · Triton · Flash Attention
Distributed systems
Sharding · consensus · replication
Database engineer
Postgres · vector indexes · query tuning
Site reliability (SRE)
SLOs · incident response · AI-driven ops
Security engineer
Appsec · compliance · zero trust
AI security / red team
Jailbreak testing · prompt injection defense
iOS engineer
SwiftUI · Core ML · on-device LLMs
Android engineer
Compose · MediaPipe · Gemini Nano
React Native engineer
Cross-platform with AI features
Flutter engineer
Dart · Firebase AI · Riverpod
AR / VR / XR engineer
Vision Pro · Quest · WebXR
Game developer
Unity / Unreal · AI NPCs · agentic gameplay
Embedded / Firmware
Edge AI · ML on MCUs · TFLite Micro
Robotics engineer
ROS · perception · planning · control
Blockchain / Web3
EVM · Solana · ZK · subgraphs
Smart contract engineer
Solidity · Foundry · audits · formal verification
QA / Test automation
Playwright · AI test generation
SDET
Test infra · perf · framework owner
Performance engineer
Profiling · Web Vitals · trace analysis
Solutions architect
Pre-sales · enterprise AI rollouts
Technical PM
AI-native product strategy
Developer relations
Docs · demos · community · talks
Technical writer
Docs as code · OpenAPI · tutorials
Browser extension engineer
Chrome / Firefox / Edge · Manifest V3
Integrations engineer
Zapier-style flows · MCP · webhooks
Growth engineer
Funnels · A/B · AI personalization
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