포지션 상세
이몰디노는 공급업체들의 생산공정 데이터에 기반한 기업의 핵심 Supply Chain Management 솔루션을 제공하고 있습니다. 글로벌 제조 대기업의 외주 생산 현장에 설치된 이몰디노 IoT Device로부터 생산 공정데이터를 수집하여 클라우드 서버에 전송하고 있으며, 외주생산현장을 모니터링 및 분석하는 기능의 서비스를 제공하고 있습니다. 방대한 데이터를 활용한 머신러닝과 AI을 통해 유의미한 인사이트 및 예측/예지 정보, Business Intelligence, Supply Chain decision 툴을 고객사에 제공합니다.
현재 Dyson, L’Oreal, Nestle, P&G, Tesla, Jaguar Land Rover 등 Fortune 500대 제조 대기업 고객들과 협업을 이어가고 있습니다. 이몰디노의 비전과 함께 본인의 역량을 마음껏 발휘하고 다양한 아이디어를 실현할 우수 인재를 찾습니다.
Your primary focus will be to develop algorithm models to drive business value for our clients. We are looking for someone who can come in and make an impact through hands-on learning experience as an active member of the AI/ML Team, working with our experienced software engineers.
[Responsibilities]
• Select features, build and optimize classifiers using machine learning techniques.
• Build predictive models and machine learning algorithms.
• Enhance data collection procedures to include information that is relevant for building analytic systems.
• Process, clean, and verify the integrity of data used for analysis.
• Analyze existing data to develop metrics and trends to enhance knowledge and capture value of data.
• Present information using data visualization technique.
• Propose solutions and strategies to business challenges.
• Collaborate with various teams to identify customer needs and needs and to carry out the development required for the AI/ML related platform.
• Collaborate with engineering and product development teams.
• Collaborate with solution teams (back-end, etc) for communication and deployment of AI/ML functions and server platforms.
• Experience and technical knowledge of programming language such as Python and MATLAB
• Keen to work on data mining, mathematics, and statistical analysis involving projects.
• Having understanding about advanced pattern recognition and predictive modeling experience.
• Strong communication skills to explain complex ideas in a way that is easy to understand.
• High proficiency in both the Korean/English language.
현재 Dyson, L’Oreal, Nestle, P&G, Tesla, Jaguar Land Rover 등 Fortune 500대 제조 대기업 고객들과 협업을 이어가고 있습니다. 이몰디노의 비전과 함께 본인의 역량을 마음껏 발휘하고 다양한 아이디어를 실현할 우수 인재를 찾습니다.
주요업무
eMoldino is looking for AI research engineers and data scientists who can work on the development of AI/ML solutions that provide insights in the manufacturing field based on data collected from the eMoldino platform. The ideal candidate should have fundamental knowledge of data science/ML/DL and related programming languages (i.e., Python or R and MATLAB). It is preferential that the candidate has experience and knowledge of building AI/ML features such as quality analysis, demand analysis, lifespan and maintenance analysis based on data in the manufacturing field.Your primary focus will be to develop algorithm models to drive business value for our clients. We are looking for someone who can come in and make an impact through hands-on learning experience as an active member of the AI/ML Team, working with our experienced software engineers.
[Responsibilities]
• Select features, build and optimize classifiers using machine learning techniques.
• Build predictive models and machine learning algorithms.
• Enhance data collection procedures to include information that is relevant for building analytic systems.
• Process, clean, and verify the integrity of data used for analysis.
• Analyze existing data to develop metrics and trends to enhance knowledge and capture value of data.
• Present information using data visualization technique.
• Propose solutions and strategies to business challenges.
• Collaborate with various teams to identify customer needs and needs and to carry out the development required for the AI/ML related platform.
• Collaborate with engineering and product development teams.
• Collaborate with solution teams (back-end, etc) for communication and deployment of AI/ML functions and server platforms.
자격요건
• BS/BA in Data Science, Statistics, Computer Science, or equivalent relevant experience• Experience and technical knowledge of programming language such as Python and MATLAB
• Keen to work on data mining, mathematics, and statistical analysis involving projects.
• Having understanding about advanced pattern recognition and predictive modeling experience.
• Strong communication skills to explain complex ideas in a way that is easy to understand.
• High proficiency in both the Korean/English language.
