Post-Doctoral Fellow in Deep Learning: The African Institute for Mathematical Sciences (AIMS) and Stellenbosch University are seeking a Post-Doctoral Fellow to conduct research in the field of deep learning and bioacoustics. The fellow will work on developing innovative solutions for passive acoustic monitoring of animal species, contributing to critical conservation efforts.
Position Details:
| Designation | Research Area | Location |
|---|---|---|
| Post-Doctoral Fellow | Deep Learning, Bioacoustics | AIMS South Africa, Muizenberg, Cape Town, South Africa |
Eligibility/Qualification:
- PhD in a relevant mathematical science (e.g., computer science, mathematics).
- Strong experience in deep learning (TensorFlow, PyTorch) and Python programming.
- Clear evidence of completed deep learning projects in computer vision or audio tasks.
- Good mathematical and problem-solving skills.
- Desire to apply machine learning to bioacoustics problems.
- Proven ability to publish in reputable peer-reviewed journals.
- Independence, drive for academic outcomes, and a collaborative mindset.
- Excellent communication skills in English (written, oral, and presentation).
Job Description:
The fellow will investigate deep learning models for passive acoustic monitoring of animal species. This involves researching state-of-the-art techniques in deep learning and mathematics to address critical conservation problems. The fellow will develop software code for audio processing and implement suitable deep neural networks, typically in TensorFlow or other libraries. Collaboration with Dr. Emmanuel Dufourq and the Machine Learning for Ecology Research Group is an integral part of the role.
How to Apply:
Interested candidates should submit the following documents by the application deadline (7 January 2024 AoE):
- Curriculum vitae
- Digital copy of diplomas, including a list of courses and grades
- Contact information of 2 or 3 referees
- Motivation letter, specifying past experience and the reason for applying to this position.
For more information and to apply, refer to the full advert here.
Last Date for Apply:
The application deadline is 7 January 2024 AoE, with two rounds of interviews conducted shortly thereafter. The start date for the position is 1 March 2024.
Disclaimer:
This job post is sourced from a reliable source. However, candidates are advised to check the details and verify information from the official website for further clarification and updates. The official website for more information is AIMS South Africa. AIMS South Africa reserves the right to disqualify ineligible, incomplete, and/or inappropriate applications and may not make an appointment to the position as advertised. Only successful applicants will be contacted.
Job Title: Resident Researcher in Machine Learning
Summary: AIMS South Africa is hiring a Resident Researcher in Machine Learning to advance scientific research, particularly in interdisciplinary machine learning. The role involves leading and pursuing a long-term research agenda, collaborating with peers at AIMS, and contributing to the machine learning research community.
Position Details:
| Designation | Research Area | Location |
|---|---|---|
| Resident Researcher | Machine Learning | AIMS South Africa, Muizenberg, Cape Town, South Africa |
Eligibility/Qualification:
- Ph.D. in machine learning, computer science, or a related field.
- Track record of research and publications related to machine learning.
- Ability to communicate research to scientific and public audiences.
- Experience in developing, debugging, and publishing research code.
Job Description:
The Resident Researcher will lead a long-term ambitious research agenda in machine learning, pursuing impactful research problems and autonomously carrying out projects. Clear communication of research findings internally at AIMS and externally to the research community and public is essential.
How to Apply:
To apply, email the following documents in three PDF files to ml-positions@aims.ac.za:
- Curriculum Vitae (CV)
- Cover letter detailing relevant experience and planned research agenda
- Proof of Ph.D. completion
There is no application deadline, and the position will be filled when a suitable candidate is found.
Disclaimer:
This job post is sourced from a reliable source. However, candidates are advised to check the details and verify information from the official website for further clarification and updates. The official website for more information is AIMS South Africa. AIMS South Africa reserves the right to disqualify ineligible, incomplete, and/or inappropriate applications and may not make an appointment to the position as advertised. Only successful applicants will be contacted.
