Data Science Portal Developer
1 day ago
This software engineering position at Argonne National Laboratory will play a pivotal role in designing, developing, and maintaining data science portals that integrate with high-performance computing and machine learning workflows. The successful candidate will work collaboratively with engineers, scientists, and researchers to understand requirements for data science portals and high-performance computing and machine learning workflows.
Key Responsibilities- Design, develop, and implement interactive and user-friendly web interfaces for accessing and analyzing scientific data.
- Create and utilize data visualization tools to present experimental and computational results in a clear and intuitive manner.
- Implement and integrate with back-end functionality and workflows, utilizing large-scale computing and storage systems, to support data retrieval, processing, and analysis.
- Integrate machine learning models and algorithms into data science portals and workflows for data analysis.
- Ensure the security, scalability, and performance of data science portals.
- Conduct testing and debugging to ensure the reliability and functionality of applications.
- Stay up to date with the latest web development trends and technologies, particularly those relevant to scientific data visualization and analysis.
- Document development processes, procedures, and user guides for data science portals.
- Provide training and support to researchers on using the data science portals effectively.
- A foundation in computer science, computational/data science, mathematics, physics, or a related field.
- Experience with web development languages such as JavaScript (React, Angular, or Vue.js), HTML5, CSS3.
- Background in data visualization libraries/frameworks (D3.js, Plotly, Bokeh, etc.).
- Experience with backend development using Python, Node.js, or similar technologies.
- Familiarity with RESTful APIs and database systems (MySQL, PostgreSQL, MongoDB, etc.).
- Knowledge and experience with software project management techniques such as revision control, build tools, and issue tracking.
- Strong analytical and problem-solving skills.
- Ability to think independently and innovatively to develop exceptional technical solutions.
- Strong verbal and written communication skills, and a proven ability to write research reports and publications.
- Strong organizational skills and attention to detail.
- Ability to model Argonne's core values of impact, safety, respect, integrity, and teamwork.
- Understand, value, and promote diversity.
- RD1 Requirements: Bachelor's Degree, Master's Degree, or equivalent.
- RD2 Requirements: Bachelor's Degree and 5+ years of experience; Master's and 3+ years; Doctorate and 0 years, or equivalent.
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