Senior Machine Learning Engineer (GenAI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Machine Learning Engineer (GenAI): Develop and fine-tune advanced GenAI models including LLMs and embeddings, build rapid prototypes and applied research innovations with an accent on retrieval-augmented generation and hybrid retrieval techniques. Focus on designing evaluation methods, collaborating across teams, and transitioning prototypes into scalable production solutions.
Location: Remote with presence in Singapore
Company
is a mission-driven, remote-first software company focused on team collaboration tools and pioneering advanced Generative AI innovations.
What you will do
- Develop and fine-tune LLMs and embeddings for enterprise data.
- Implement retrieval-augmented generation, hybrid retrieval, and knowledge-grounded modeling.
- Build proof-of-concept GenAI-powered assistants and workflows.
- Run experiments, collect feedback, and iterate rapidly.
- Collaborate with ML, engineering, and product teams to innovate and scale solutions.
- Contribute to team best practices and support prototype transition to production.
Requirements
- Must have 5+ years experience in ML systems engineering or backend roles.
- Strong background in LLMs, NLP, search/retrieval, embeddings, or applied ML.
- Hands-on experience with GenAI areas such as RAG pipelines and fine-tuning.
- Proficiency with ML frameworks like PyTorch, TensorFlow, Hugging Face.
- Experience with vector databases and large-scale serving infrastructure.
- Bachelor’s or Master’s in CS, ML, or related field or equivalent experience.
Nice to have
- Experience with multimodal models, knowledge graphs, or semantic embeddings.
- Familiarity with GenAI evaluation metrics like NDCG and hallucination detection.
- Open-source GenAI/ML project contributions.
- Interest in technical leadership and mentorship.
Culture & Benefits
- Founding team member of ’s Singapore GenAI Modeling & Innovation Forge.
- Work on cutting-edge applied research with direct product impact.
- Collaborate with world-class teams and strong infrastructure.
- Remote-first company with flexible work location options.
- Health and wellbeing resources, paid volunteer days, and community engagement support.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →