Creative Designer Fresher

0 years

2 - 4 Lacs

Posted:6 days ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

  • Lead the design, implementation, and validation of AI-driven geometry processing methods.
  • Develop algorithms and software for automated defeaturing, feature detection, and intelligent simplification informed by governing physics.
  • Train and deploy machine-learning models to recognize and classify geometric features critical to simulation accuracy.
  • Integrate these capabilities into existing geometry and meshing workflows, ensuring robustness, scalability, and reproducibility across various engineering applications.
  • Manage defined tasks and milestones, collaborating closely with colleagues across the consortium to align interfaces and ensure interoperability.
  • Produce peer-reviewed publications arising from developed techniques.
Job Requirements
  • Strong Python programming skills and experience with machine-learning libraries such as TensorFlow or PyTorch.
  • Familiarity with computational engineering workflows using solvers such as ANSYS or OpenFOAM.
  • Experience with parallel mesh generation and geometry representation for industrially relevant, high-fidelity simulations at Exascale.
  • Ability to work on artificial intelligence and computational engineering to accelerate and improve pre-simulation workflows.
  • Strong understanding of data structures, algorithms, and software design patterns.
  • Excellent problem-solving skills and ability to analyze complex problems and develop creative solutions.
  • A B.Tech/B.E. degree is required, and an M.Tech degree is preferred.
About Company
Swansea University is a research-led institution that has been making a difference since 1920. Our community thrives on exploration and discovery, offering excellent teaching and research opportunities alongside an enviable quality of life. We are committed to supporting and promoting equality and diversity in all practices and activities, establishing an inclusive environment and welcoming diverse applications.
The successful applicant will be expected to actively produce peer-reviewed publications arising from their developed techniques. At Swansea, youll join a technically driven, publication-active team known for computational modelling and meshing research, with a strong culture of code quality, open and reproducible practices, and mentoring. Youll have access to modern development workflows and HPC resources, and opportunities to contribute to shared tooling used across the consortium.
Additional Information
Applications should demonstrate proficiency in English; knowledge of Welsh is an added advantage.

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