Machine Learning Software Engineer
/ Research
- About Lablup
We are a company providing machine learning platforms and solutions under the motto 'Make AI Accessible'. Lablup strives to solve various problems that arise when sharing scientific and engineering research processes through a standardized platform, and automates all stages of research and service. We develop and service Backend.AI to realize this vision. Backend.AI, a hyperscale AI platform, reduces the difficulties in developing and serving various AI models, from small-scale AI models to large language models.
- Key Responsibilities
- Develop training and fine-tuning code for various types of deep learning models
- Train production-level deep learning models and integrate them into inference systems
- Develop and manage model optimization and lightweight pipelines
- Basic Qualifications
- Understanding of the structure and principles of deep learning models
- Experience with at least two frameworks and libraries among TensorFlow, Keras, PyTorch, and JAX
- Must be able to communicate technical matters fluently in English
- Preferred Qualifications
- Experience in developing and publishing open deep learning models
- Experience in developing enterprise-level deep learning models
- Experience in deep learning workload balancing and tuning
- Benefits and Perks
- Fitness stipend
- Welfare points
- Lunch meal support (up to 15,000 KRW)
- Premium coffee beans and top-of-the-line coffee machines
- Complimentary snacks always available
- Annual comprehensive or semi-comprehensive health checkup for employee and spouse
- Opportunities to participate in developer communities and industry events
- Employee benefits as a certified family-friendly workplace by the Ministry of Gender Equality and Family
