School of Interdisciplinary Engineering & Sciences
News Research Associate – Positions

Research Associate – Positions

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Job Title Research Associate
No. of Positions 01
Duration 06 Months
School/Institute/Centre SINES
1 Purpose of Position
To support the development of a machine learning model that leverages computational fluid dynamics (CFD) results and create a user-friendly dashboard for the digital twin of a an urban area. The position will involve working with data, developing predictive models, and enhancing the digital representation of area for performance monitoring and analysis.
2 Functions/Duties (Key Responsibilities)
The key responsibilities selected RA will include:

·         Develop and implement machine-learning algorithms based on CFD data to predict environmental factors across the area.

·         Design and develop an interactive dashboard to visualize CFD results and real-time data for the digital twin.

·         Collaborate with team members to integrate diverse data sources into the digital twin model, ensuring accurate and dynamic campus representation.

·         Document project progress, code, and methodologies for reproducibility and knowledge sharing.

·         Conduct performance evaluations of the developed model, refine it as needed, and generate insights.
3 Requirements
Essential  
Qualifications ·         Bachelor’s or Master’s degree in Computer Science, Mechanical Engineering, Data Science, or a related field.

·         Strong foundation in machine learning and data science principles, particularly in applying models to environmental or engineering datasets.

·         Familiarity with computational fluid dynamics (CFD) concepts and applications.
Experience ·         Proven experience in developing machine learning models, preferably using environmental or spatial data.

·         Hands-on experience with dashboard development tools or platforms (e.g., Power BI, Tableau, custom web dashboards).

·         Familiarity with digital twin concepts and related technologies is a plus.

Experience with data visualization and UX design for user interfaces is advantageous
 

Knowledge/ Skills/Abilities/ Competencies

 Skills and Knowledge:

·         Proficient in Python or similar languages, with strong knowledge of machine learning libraries

·         Familiarity with CFD tools and simulation data interpretation.

·         Ability to work independently and collaboratively in a team setting.

·         Strong analytical skills with a focus on creating actionable insights from complex datasets.

·         Effective communication skills, especially in presenting technical data and findings.
4 How to Apply
Please email your resume to [email protected] only if you fulfil the criteria mentioned above with job title “Digital Twin” in the subject field by 7th Nov 2024. Only shortlisted candidates will be contacted.