AI​/ML Engineer

About Us:

DOHE is a global EdTech championing group headquartered in Singapore, with a branch in the United Kingdom. We are on a mission to transform education by leveraging technology responsibly to enhance educational quality and foster meaningful societal progress.

We are building EdTech Hub
, a global ecosystem designed to empower startups, foster collaboration, and strengthen innovation across the education sector worldwide. Through our Go-Together Accelerator Programme
, we support EdTech founders in turning their vision into reality through tailored coaching and strategic support. Guided by our proprietary Navigator methodology
, we create structured and efficient pathways to success for education innovators.

Over the next decade, our ambition is to accelerate more 5,000 EdTech startups globally

EdTech Hub IT Team

The EdTech Hub IT Team powers the digital foundation of our ecosystem.

We design, build, and maintain secure, scalable, and reliable technology infrastructure that enables startups, partners, and stakeholders to collaborate seamlessly.

From platform development and data management to cybersecurity and system optimisation, our team ensures that innovation is supported by strong and future-ready technology.

By combining technical expertise with a deep understanding of the EdTech landscape, we help create an environment where startups can focus on growth — while we take care of the technology that drives it.

We are building a high-impact core team of 9 professionals across engineering, product, and design. Detailed Job Description s are available for each role.

DOHE Global is using AI to reshape how startup consulting works. AI analyzes coaching sessions and generates reports, matches startups with the right experts, and in the long run, AI Agents will deeply analyze Problem-Solution Fit. This team turns all of that into reality.

This is not a prompt engineering role. You'll design and build end-to-end AI pipelines — recording > transcription > summarization > coaching report. Fine-tune LLMs for domain-specific models and architect Multi-Agent systems.

[한국어]

DOHE는 싱가포르에 본사를 두고 영국에 지사를 운영하는 글로벌 EdTech Championing Group으로, 에듀테크 스타트업이 사회적 가치를 만들고 글로벌로 성장할 수 있도록 에코시스템 (EdTech Hub) 구축 , 글로벌 액셀러레이션 프로그램 (Go-Together) , 데이터 기반 Methodology(Naviagator)를 제공하는 에드테크 전문 그룹입니다.

현재 EdTech Hub, Go-Together 등 내부 핵심 업무 시스템을 고도화하며 글로벌 팀과 함께 일할 시스템 엔지니어를 찾고 있습니다.

EdTech Hub는 전 세계 에듀테크 스타트업 커뮤니티를 지원하고, 교육 혁신 생태계 전반의 협력을 강화하기 위해 설계된 글로벌 플랫폼입니다. DOHE Global은 현재 전 세계 스타트업의 성장을 지원하는 통합 EdTech Hub 플랫폼을 처음부터 새롭게 구축하고 있습니다.

우리는 이 혁신적인 여정을 함께할 9개의 핵심 포지션에 합류할 전문 인재를 찾고 있습니다.

• Build the end-to-end pipeline: recording > transcription > summarization > coaching report
• Auto-generate Pre-Diagnosis Reports from survey responses and startup data
• Design expert matching algorithms using startup profiles and diagnosis results
• Architect and implement Multi-Agent systems
• Fine-tune LLMs and train domain-specific models
• Design prompts, build evaluation frameworks, manage model versions, and run A/B tests

• Intensive Hands-on ML/AI experience
• Building applications with LLMs
• Model fine-tuning experience mandatory
• Python-based AI/ML pipeline design and implementation
• Hands-on experience with agent frameworks
• NLP fundamentals and speech-to-text integration experience
• Business-level English fluency required — daily collaboration with a global team

• True believer in AI. You're convinced AI can genuinely change how people work — and you want to build it.
• Pipeline thinker. You see the full flow: collection > preprocessing > model > serving > monitoring.
• Experiment-driven. You thrive on rapid hypothesis > experiment > measure > improve cycles.
• Domain-deep. You want to understand startup incubation deeply and design AI tailored to it.

Tech Stack

Language Python 3.11+

LLM GPT-5
· Claude
· Gemini

Framework Lang Chain
· Lang Graph
· FastAPI

ML Py Torch  
· Hugging Face Transformers

STT Whisper
· Google Cloud STT

Vector DB Pinecone
· Weaviate

MLOps MLflow…