Research Associate
United Kingdom
Full Time Entry-level / Junior GBP 39K - 46K
The University of Edinburgh
Edinburgh. Extraordinary futures await. The University of Edinburgh is one of the world's top universities. Our entrepreneurial and cross-disciplinary culture attracts students and staff from across the globe, creating a unique Edinburgh...Grade UE07: £39,347 - £46,974 Per Annum.
College of Science and Engineering, School of Informatics
Fixed Term Contract - Available from 1st September 2024 and ends 31st August 2026.
Full Time - 35 Hours Per Week.
The School of Informatics, University of Edinburgh invites applications for a full-time Postdoctoral Research Associate as RD&I Fellow in the area of generative AI for enhancing the creative industrial (e.g., games and films) workflows.
The Opportunity:
The post is full-time (35 hours per week) and fixed term for 2 years. It is possible to extend as per performance and further discussion.
The successful candidate will be supervised by Dr. Changjian Li and Dr. Laura Sevilla-Lara (with a dotted line to Prof. Melissa Terras). In collaboration with other researchers at Abertay University, the team will study generative AI methods to design new machine learning systems to enhance the current workflows of the creative industry, from content creation (2D and 3D), exploration to use (animation, simulation). The successful candidate will also have the opportunity to work with world-leading industry partners in gaming, animation and film sectors by discovering new research topics, developing thoughtful integration of generative AI into virtual production and performance pipelines, and accessing real industrial data as a unique advantage.
About the CoSTAR Realtime Lab:
The CoSTAR Realtime Lab will bring together video games development expertise in Dundee’s globally significant InGAME cluster with world-leading applied research and development (R&D) at Abertay, with the University of Edinburgh’s expertise in machine learning and artificial intelligence.
The Realtime Lab will place R&D side-by-side with live commercial production, offering routes to commercialization and markets beyond most small and medium business (SME) networks. It will facilitate industry sector engagement, catalyzing innovation in:
- performance and motion capture
- virtual humans and dynamic procedural performance
- machine learning for production and artificial intelligence for process reproduction
- artificial intelligence for dynamic effects and procedural graphics for visual effects
- advanced scanning technologies for 3D volume acquisition and ML/AI for procedural environment generation
- developing lighting and ray tracing standards to deliver environmental fidelity
- location-based software and hardware integration
- integrated virtual and real-world film and TV production.
Your skills and attributes for success:
- Ph.D. degree (or nearing completion) (Desirable)
- A strong background in computer graphics and 3D vision, and research expertise in generative AI, e.g., diffusion models, and radiance fields
- Publications at top venues in CG, CV or/and ML (e.g., SIGGRAPH, SIGGRAH Asia, TOG, Eurograhics, CVPR, ECCV, ICCV, NeurIPS, ICLR, ICML, ...)
- Strong programming skills (e.g., Python, C++) (Desirable)
- Experience with modern deep learning frameworks (e.g., PyTorch, TensorFlow) (Desirable)
- Strong communication, presentation, and writing skills, and excellent command of English
- Ability to work effectively as part of a team, to meet deadlines and to report on project progress.
Click to view a copy of the full job description (opens new browser tab)
To apply please include:
- a cover letter (describing how past experience and future plans fit with the advertised position)
- complete CV, including list of publications
- the names and email addresses of two referees.
Contact details for enquiries: Dr Changjian Li, Changjian.li@ed.ac.uk (https://enigma-li.github.io/ ).
As a valued member of our team you can expect:
- A competitive salary of £39,347 - £46,974 Per Annum.
- An exciting, positive, creative, challenging and rewarding place to work.
- To be part of a diverse and vibrant international community
- Comprehensive Staff Benefits, such as a generous holiday entitlement, a defined benefits pension scheme, staff discounts, family-friendly initiatives, and flexible work options. Check out the full list on our staff benefits page (opens in a new tab) and use our reward calculator to discover the total value of your pay and benefits
Championing equality, diversity and inclusion
The University of Edinburgh holds a Silver Athena SWAN award in recognition of our commitment to advance gender equality in higher education. We are members of the Race Equality Charter and we are also Stonewall Scotland Diversity Champions, actively promoting LGBT equality.
Prior to any employment commencing with the University you will be required to evidence your right to work in the UK. Further information is available on our right to work webpages (opens new browser tab)
Key dates to note
The closing date for applications is 24 July 2024.
Unless stated otherwise the closing time for applications is 11:59pm GMT. If you are applying outside the UK the closing time on our adverts automatically adjusts to your browsers local time zone.
The University is able to sponsor the employment of international workers in this role. If successful, an international applicant requiring sponsorship to work in the UK will need to satisfy the UK Home Office’s English Language requirements and apply for and secure a Skilled Worker Visa.
As a world-leading research-intensive University, we are here to address tomorrow’s greatest challenges. Between now and 2030 we will do that with a values-led approach to teaching, research and innovation, and through the strength of our relationships, both locally and globally.Tags: Athena Content creation Deep Learning Diffusion models Engineering Generative AI GitHub ICLR ICML Industrial Machine Learning NeurIPS Pipelines Python PyTorch R R&D Research Teaching TensorFlow
Perks/benefits: Career development Competitive pay Flex hours
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Data Science Manager jobs
- Open Research Scientist jobs
- Open Junior Data Analyst jobs
- Open Business Data Analyst jobs
- Open Data Scientist II jobs
- Open Principal Data Scientist jobs
- Open Sr Data Engineer jobs
- Open BI Analyst jobs
- Open Business Intelligence Engineer jobs
- Open Data Science Intern jobs
- Open Senior Business Intelligence Analyst jobs
- Open Sr. Data Scientist jobs
- Open Lead Data Analyst jobs
- Open Azure Data Engineer jobs
- Open Software Engineer, Machine Learning jobs
- Open Junior Data Scientist jobs
- Open MLOps Engineer jobs
- Open Manager, Data Engineering jobs
- Open Data Analytics Engineer jobs
- Open Marketing Data Analyst jobs
- Open Data Engineer III jobs
- Open Junior Data Engineer jobs
- Open Data Engineering Manager jobs
- Open Product Data Analyst jobs
- Open Data Analyst II jobs
- Open Data quality-related jobs
- Open GCP-related jobs
- Open Tableau-related jobs
- Open Excel-related jobs
- Open ML models-related jobs
- Open Data pipelines-related jobs
- Open APIs-related jobs
- Open PhD-related jobs
- Open PyTorch-related jobs
- Open Finance-related jobs
- Open LLMs-related jobs
- Open TensorFlow-related jobs
- Open Deep Learning-related jobs
- Open Data visualization-related jobs
- Open Consulting-related jobs
- Open Generative AI-related jobs
- Open Business Intelligence-related jobs
- Open Data governance-related jobs
- Open CI/CD-related jobs
- Open NLP-related jobs
- Open DevOps-related jobs
- Open Kubernetes-related jobs
- Open Git-related jobs
- Open Docker-related jobs
- Open Snowflake-related jobs