Machine Learning Engineer
Description
We are looking for a talent who will be in charge of ML/DL development for project related to service/solution development for AI products owned by LINE.
You will be responsible for the definition, design and build of solutions that drive business growth and productivity through AI technologies.
Responsibility
(1) Collaborate and discuss with engineers, planning, technical project manager and elemental technology researchers to determine the priority of service function development.
(2) Development of core models of AI products
(3) Development of tools/components for the business clients to adopt AI products in application integration
(4) Infrastructure design for providing AI products to the business clients (architecture design, capacity design)
Qualification
(1) 3 years of working experience in software development related fields.
(2) A solid understanding of machine learning algorithms, including supervised and unsupervised learning, neural networks, and deep learning. Familiarity with machine learning frameworks (e.g., TensorFlow, PyTorch) is essential.
(3) Strong skills in data preprocessing, exploration, and analysis. Experience with data manipulation tools and libraries (e.g., Pandas, NumPy) is crucial.
(4) Experience in deploying and scaling machine learning models in production environments. Knowledge of cloud services and container technologies (Docker, Kubernetes) is beneficial.
Interview Porcess
(1) Pre-assessment : for candidates who passed resume screening. (90 mins)
(2) On-line interview : for candidates who passed pre-assessment, with hiring manager & HR (90 mins)
(3) Video call : HR (30 mins, optional)