About the company Zephframe AI / Big Data 인공지능/빅데이터 https://www.zephframe.com Zephframe is a cloud platform that optimizes the heating and cooling systems in buildings using AI.
Job Category : Researcher/Engineer
Job Title : Machine Learning Engineer
Experience Level: Mid-level (up to 8 years) 5-8년 경력
Preferred Korean language proficiency : No preference 상관없음
Work location : On-location 현장근무 가능 Seoul-si, Seongdong-gu
Type of contract : Fulltime 정규직
Salary Range (monthly) : KRW3,000,001 - 5,000,000 / 300 - 500만원
Responsibilities: At Zephframe our mission is to make buildings smarter and more efficient by using machine learning. As a Machine Learning Engineer you will analyze large amounts of data and implement ML techniques to optimize energy performance. Responsibilities include, but are not limited to: - Collaborate in analyzing large volumes of historical data to make predictions. - Collaborate in building out new API integrations to support continuing increases in data volume and complexity. - Lead the development of machine learning applications. - Demonstrated work experience with data transformation and cleaning, feature building, model implementation. - Develop custom Reinforcement Learning agent algorithms and reward functions. - Works closely with a team of Data Engineers in building Machine Learning models. Required Technical and Professional Expertise are: - Bachelor's Degree in Computer Science or related field. - 1+ years of experience as a Data Scientist, or Machine Learning. - Knowledge of machine learning techniques. - Knowledge of machine learning frameworks (Tensorflow, PyTorch, etc). - Basic understanding of Reinforcement Learning principles. - Strong analytic skills related to working with unstructured datasets, including collecting, analyzing, interpreting, and presenting data. - Familiarity with Data Science concepts. - Demonstrated knowledge in SQL and Python. - Ability to build successful ML projects with a strong engineering focus. Not a must, but better if: - Experience with relational SQL and NoSQL databases. - Experience with Machine Learning frameworks. - Experience deploying Machine Learning models and MLOps. - Technical expertise with data models, data mining, and segmentation techniques. Hands-on experience with SQL database design. - Ability to speak and write in English.
Contact: mat@zephframe.com