Post Doctoral Associate - San Diego Zoo Wildlife Alliance
San Diego Zoo Wildlife Alliance | |
United States, California, Escondido | |
15600 San Pasqual Valley Road (Show on map) | |
Jan 07, 2025 | |
Post Doctoral Associate - San Diego Zoo Wildlife Alliance
15600 San Pasqual Valley Rd, Escondido, CA 92027, USA
Req #3661 Tuesday, January 7, 2025
San Diego Zoo Wildlife Alliance is a nonprofit international conservation leader, committed to inspiring a passion for nature and creating a world where all life thrives. Empowering people from around the globe to support our mission to conserve wildlife through innovation and partnerships, we support cutting-edge conservation, and bring the stories of our work back to our two world-famous front doors - the San Diego Zoo and San Diego Zoo Safari Park - giving millions of guests, in person and virtually, the opportunity to experience conservation in action. The deep and extensive knowledge gained from more than a century of experience in wildlife care, health, veterinary services, nutrition and conservation makes us invaluable in the global effort to save species. Our team members play a crucial role in driving our conservation efforts forward and bringing us closer to a world where all life thrives. HOW YOU WILL IMPACT OUR MISSION
WHAT WE ARE LOOKING FOR The San Diego Zoo Wildlife Alliance Conservation Technology Lab seeks a postdoctoral associate for a three-year position applying their machine learning expertise to bioacoustics problems in ecology and conservation. The problems include identifying species in acoustically complex field recordings from passive acoustic recorders for biodiversity monitoring and other ecological studies; improving methods for unsupervised, semi-supervised, and/or active learning-based preparation of such data; evaluating, refining, and designing tools for managing and analyzing data from passive acoustic recorders; helping guide the design of TinyML acoustic models for use in embedded devices; researching classification (in some taxa) to intraspecific class (e.g. chick/juvenile/adult) or, aspirationaly, individual level; and investigating optimal alignment between cutting-edge ML capabilities and the requirements of ecological methods commonly used in conservation. The work will make use of existing multi-year datasets and its outputs will contribute to projects across the SDZWA Global Hubs including in the Peruvian Amazon, in Cameroon's Ebo Forest, in the savannas of Kenya, with burrowing owls and other grassland species in the US Southwest, and with polar and panda bears. The desired candidate has a doctoral degree in computer science or a related field with a focus in machine learning (ML), with a preference for candidates with experience specifically in applying ML to acoustic data. An ideal candidate already has experience in bioacoustics and/or passive acoustic monitoring. Qualified candidates will be strong Python programmers; be highly skilled in the NumPy/SciPy/pandas/scikit-learn toolset; be advanced users of an ML framework such as PyTorch or TensorFlow and associated tools connected to audio processing like librosa; and possess in-depth knowledge about contemporary methods in machine learning. Experience with R is a plus. The selected candidate will work with a diverse group of collaborators within SDZWA and also with our local and global partners, in particular with our faculty collaborators at UCSD and SDSU who specialize in machine learning and bioacoustics. JOB EXPERIENCE
EDUCATION AND CERTIFICATIONS
SKILLS AND KNOWLEDGE
SOME OF THE PERKS YOU WILL ENJOY AS A TEAM MEMBER
IMPORTANT DETAILS
About The Salary Ranges Fraudulent Recruiting If you have been asked for any of the above, or believe you have been contacted by someone posing as a San Diego Zoo Wildlife Alliance employee, please e-mail sdzwacareers@sdzwa.org. If you feel that you have been the victim of fraud, please contact your financial institution(s) immediately. Be an ally for wildlife by joining our team! At San Diego Zoo Wildlife Alliance, we thrive on celebrating our differences. Diversity is vital for the benefit of our team members, our guests, our community, and our wildlife. All qualified applicants will receive consideration for employment without regard to race, color, sex, sexual orientation, gender identity, religion, national origin, disability, veteran status, or other legally protected status. If you require a reasonable accommodation to complete an application, please email your request to sdzwacareers@sdzwa.org and provide the job title and location to which you are applying. As a Federal Contractor, San Diego Zoo Wildlife Alliance is required to participate in the E-Verify Program to confirm eligibility to work in the United States. San Diego Zoo Wildlife Alliance is a drug free workplace. Apply Now
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