AI Engineer

← Career paths

🤖 Career paths

Ship AI features with evals, retrieval, and reliable integration — not demos alone.

ML/LLM application engineering: prompts/RAG/evals → ownership → internship.

THEi ICT prospects: AI Engineers in the fast-growing ICT industry in Hong Kong.

🤖 Artificial Intelligence 💻 Computer Science

Your progress 0 / 8 milestones · 0%

Practice labs for this career path

Prioritize these virtual projects for “AI Engineer” so your portfolio matches the role.

RAG Hit Rate Lab

RAG: measure Hit@k and improve retrieval hit rate

Open

AI Loop Ownership Lab

Prove you own the AI loop: evals, fallback, veto

Open

Build an AI Study Buddy (AJAX)

Consulting track: AI-assisted learning tools

Open

System Design One-Pager Lab

Practice a system-design one-pager and trade-offs

Open

Build a Job Tracker API (Node.js + Express)

Backend core: design and ship a REST API

Open

Ship It: Git + Public Deploy

Ship a public URL interviewers can open

Open

See labs for this path →

Next: interview prep

Start with Technical questions for this path, and turn your labs into STAR stories.

Question bank Start practice

Skills to build

Python + ML literacy

Data pipelines, model basics, metrics

Stage 1

LLM application patterns

Prompting, tool use, RAG, failure modes

Stage 1

Eval & ownership

Hit@k / task success, human veto, fallbacks

Stage 2

Certifications

Optional cloud AI / vendor courses

Signal only — portfolio evals matter more

Stage 1

Projects & portfolio

RAG Hit Rate Lab

Measure and improve retrieval Hit@k

Stage 1

AI Loop Ownership Lab

Evals + fallback + veto in a mini feature

Stage 2

Internship planning

AI / ML engineer intern

Feature integration, evaluation, data prep

Stage 1

Production discipline

Monitoring, cost, safety notes for shipped AI

Stage 2

Mentors who can guide this path Points 8 mentors Book with points 🤖 Artificial Intelligence 💻 Computer Science

Taylor

Data Analyst Tencent 🤖 Artificial Intelligence 📊 Business & Analytics 20 consultations Points · 15 min

Tencent data analyst , metrics, experimentation and decision storytelling.

View

Jerry

Product Manager Tencent 🤖 Artificial Intelligence 📊 Business & Analytics ✏️ Design & UX 19 consultations Points · 15 min

Tencent product manager , user research, roadmap prioritisation and cross-functional delivery.

View

Winko

Tech Consulting · Backend Oracle · Tencent 💻 Computer Science 📊 Business & Analytics 16 consultations Points · 15 min

Oracle technical consulting background plus Tencent backend engineering , enterprise and internet s…

View

Iris

AI / Web3 Product Manager Baidu · Web3 🤖 Artificial Intelligence 📊 Business & Analytics ✏️ Design & UX 15 consultations Points · 15 min

AI PM at Baidu with Web3 product experience , roadmaps, user research, and 0→1 launches.

View

Max

Pre-sales Engineer Huawei / Alibaba 🤖 Artificial Intelligence 💻 Computer Science 📊 Business & Analytics 15 consultations Points · 15 min

Pre-sales engineer experience across Huawei and Alibaba , bridging customers and product teams.

View

Anson

AI Product Manager ByteDance 🤖 Artificial Intelligence 📊 Business & Analytics 14 consultations Points · 15 min

ByteDance AI Product Manager , shipping AI features at consumer scale.

View

Kelvin

Technical Presale Tencent 🤖 Artificial Intelligence 💻 Computer Science 📊 Business & Analytics 14 consultations Points · 15 min

Tencent technical presale , customer discovery, solution design and PoC delivery for enterprise acc…

View

Cassie

Solutions Engineer Tencent 🤖 Artificial Intelligence 💻 Computer Science 📊 Business & Analytics 13 consultations Points · 15 min

Tencent Solutions Engineer helping enterprise customers turn cloud & AI into shipped outcomes.

View

Open roles matched to this path

Auto-tagged from job titles/descriptions — JobsDB, Indeed, and more.

AI Engineer

Pacific Prime Insurance Brokers · Ngau Tau Kok, Kwun Tong District · jobsdb

Apply

GenAI Engineer / AI Builder/ AI Agent Associate (5-Days Work & Bonus)

The Trader Funds Limited · Wan Chai, Wan Chai District · jobsdb

Apply

Software Engineer (SE) — Full Stack

Expert Systems Limited · Kwun Tong, Kwun Tong District · jobsdb

Apply

Technology Consultant / AI Engineer (Fresh Graduate Welcome)

Neuron Digital · Hong Kong Science Park, New Territories · indeed

Apply

人工智能工程師

HAILSTONE AI INNOVATIONS LIMITED · 深圳 · jobs_gov_gbayes

Apply

Senior Software Engineer / ML Engineer (m/w/x) im Bildungsumfeld / Remote

GFN GmbH · Heidelberg · Remote · arbeitnow

Apply

Machine Learning Engineer (m/w/d)

Rockstardevelopers GmbH · Stuttgart · Remote · arbeitnow

Apply

Senior DevOps Engineer

Lemon.io · Americas, Europe, Asia, Africa, Oceania · remotive

Apply

The Role

Artefacts / Asteria ART · Indiana, · remoteok

Apply

Senior Independent AI Engineer / Architect

A.Team · Americas, Europe, Israel · remotive

Apply

Senior Product Manager

Lemon.io · Americas, Europe, Asia, Oceania · remotive

Apply

Senior AI Engineer

Lemon.io · Northern America, LATAM, Europe, APAC · remotive

Apply

See more on the jobs board

Browse internships Quiz