Research Engineer

4 days ago

Singapur, Singapore Yokogawa Full time

Overview Research Engineer / Data Scientist role at Yokogawa. Yokogawa is a leading provider of industrial automation, test and measurement, information systems and industrial services in several industries, with a focus on energy transition, (bio)technology, artificial intelligence, and industrial cybersecurity. Yokogawa supports the United Nations sustainable development goals by measuring and connecting to enable progress. About The Team Our 18,000 employees work in over 60 countries with a corporate mission to "co-innovate tomorrow". We seek dynamic colleagues who share a passion for technology and care for the planet. We offer opportunities to grow in a global culture where respect, value creation, collaboration, integrity, and gratitude are valued. Responsibilities Conduct research on computer vision, deep learning and AI problems. Build prototype applications in AI domains such as computer vision, self-supervised learning, and multi-modality learning. Collaborate with a team of scientists and researchers to concept and iterate on software development. Develop and deploy data science prototypes, with a focus on bringing machine learning models into production. Design and implement scalable and high-performance machine learning models, addressing performance and accuracy issues. Collaborate with technical and non-technical teams locally and overseas; present proofs of concept to stakeholders. Build data cleaning and augmentation pipelines for ML and DL projects. Automate processes and workflows for efficient delivery of data science products using scripting and open-source tools. Familiarity with code management and version control systems such as Git. Stay updated with the latest advancements in data science, machine learning, and deployment techniques through independent research and open-source tools. Qualifications Degree, Masters, or PhD in Engineering or Science with a minimum of 3 years of relevant experience, including at least 1 year in computer vision projects. Experience in real-world data science projects, internships, hackathons, or personal projects. Expertise in Python with libraries for data processing, visualization, and model development (pandas, numpy, scikit-learn, matplotlib, seaborn). Proficient in API concepts and libraries; experience with testing and deployment using frameworks such as Flask, Django, or FastAPI. Familiarity with databases (e.g., PostgreSQL, MinIO) and SQL for data storage and retrieval. Understanding of HTML/CSS/JavaScript and experience with front-end frameworks such as Angular or React to design web interfaces for data science prototypes. Engineering background in sensing, controls, automation, optimization, and manufacturing processes is a plus. Data engineering and analytics experience is desirable. Equal Opportunity Yokogawa is an Equal Opportunity Employer. We value diversity and inclusion and strive to recruit, develop, and promote people from varied backgrounds. We do not discriminate on race, color, age, sex, gender identity, sexual orientation, religion, belief, nationality, disability, or any other status. We aim to create a culture where everyone can belong, contribute, and reach their full potential. Notes By responding to Yokogawa’s advertisement, you consent to the collection and processing of personal data for recruitment purposes, with safeguards to protect data privacy in line with regulatory requirements. #J-18808-Ljbffr

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