Lab of Ornithology, Cornell University

Position ID:Cornell-Lab-POSTDOC [#11510, WDR-00015960]
Position Title: Early Career Scientist - Acoustic Monitoring of Biodiversity, Cornell Lab of Ornithology
Position Type:Postdoctoral
Position Location:Ithaca, New York 14850, United States [map]
Subject Areas: Computer Science
Engineering
Appl Deadline:2018/09/30* (posted 2018/07/26, listed until 2018/09/30)
Position Description:    

*** the list date or deadline for this position has passed, and no new applications will be accepted. ***

Early Career Scientist - Acoustic Monitoring of Biodiversity 

Lab of Ornithology, Cornell University

POSITION SUMMARY:

The Cornell Lab of Ornithology is the world's leading resource for conservation, research, education, and citizen science focused on birds and biodiversity. The Lab is a vibrant unit within Cornell's College of Agriculture and Life Sciences (CALS), where twelve world-class, mission-driven programs are directed by full-time faculty and other renowned professionals. Lab staff teach undergraduate courses, advise graduate students, collect and disseminate world-famous digital resources on biodiversity, and engage with partner organizations and public citizens around the world to conduct scientific enterprises and conservation action. Our management and staff are committed to the highest standards of ethics and excellence in all areas of our work, and our Board leadership includes faculty from Cornell and other universities, successful entrepreneurs and managers from the business and non-profit sectors, and conservation-minded citizens from the United States and beyond.     

The Bioacoustics Research Program (BRP), within the Cornell Lab of Ornithology (Lab), collects and interprets sounds in nature by developing and applying innovative technologies across ecologically relevant scales to inspire and inform conservation of wildlife and habitats. In addition to conducting basic and applied research and technology development, BRP provides bioacoustic monitoring tools, services, and expertise to partners and customers in academia, government, and industry.

This position will contribute to the Cornell Lab’s efforts to build classification models that accurately classify a wide variety of bird vocalizations in challenging acoustic environments (for more information visit birdnet.cornell.edu).

Collaborate with computer scientists, acoustic engineers, analysts and ecologists to tackle two primary challenges: 1) reliably detect the occurrence of a bird vocalization in a continuous audio stream at varying background noise conditions; and 2) correctly classify these calls, which may come from a large number of different species (sometimes several hundred), to the species level.

 

DUTIES AND RESPONSIBILITIES

Conduct original scientific research under the direction of Holger Klinck in the field of machine learning, bioacoustics, and bioengineering. Research novel machine learning algorithms, with a focus on deep learning that can be applied to the detection and classification of bird vocalizations.  Collaborate with scientists and engineers to solve acoustic analysis problems with novel approaches. Survey available research and incorporate methods and machine learning algorithms as appropriate. 35%

 

Collaborate on the design, development, integration, testing, implementation, and maintenance of complex software applications to automatically detect and classify bird vocalizations. Test performance of software and algorithms and assess performance, usability, and stability. Contribute to team brainstorming and problem-solving initiatives. Debug new and existing software, create documentation, and provide end-user support, training, and consultation. 30%

 

Prepare manuscripts for publication in scientific journals. Assist with the content preparation of technical reports and scientific manuscripts. Provide leadership in core research areas by providing training and technical presentations for internal and external audiences. Present research findings, methods, and engineering innovations at scientific conferences as requested. 25%

 

Research and report ways to use existing or emerging technologies to further BRP’s needs. Occasionally, assist with recruiting, interviewing, and training new staff members. In collaboration with others in BRP, define project specifications and requirements, craft project plans, schedules, and milestones. Assist with the development of grants, contracts, and project budgets. 10%

 

 

REQUIRED QUALIFICATIONS:

Ph.D. in engineering, computer science or related field, with particular focus in deep learning or signal processing. Demonstrated experience in algorithm development and structured programming ability.

Experience in scientific programming and the generation of highly complex computer code in Python or Matlab. Experience developing software tools and algorithms to process acoustics data and applying signal and image processing techniques and theory to visual and acoustic pattern recognition problems required. Ability to collaborate and conduct  research, from conception to completion. Must have the ability to develop innovative technical solutions. Ability to work effectively both in a team and independently.  

Must have strong communication skills, efficient scientific writing capability, and be proficient in spoken and written English. Must be able to communicate technical information to nontechnical users.

 

PREFERRED QUALIFICATIONS:

Experience in acoustic ecology will be advantageous. Experience in literature review and publishing scientific papers. Experience with grant writing and budget development helpful. Hands-on experience with deep learning tools such as TensorFlow, Caffe, Theano or Torch. Experience developing embedded applications and/or large scale data systems. Knowledge of software analytical and statistical tools, as well as general tools for graphing and figure drawing. Experience with gcc, GNU Make, autotools, and shell scripting. Some experience with Apache and nginx configuration. Knowledge of web technologies such as Django, Javascript, jquery, HTML and API design is a plus. 


APPOINTMENT:                              

This is a two-year appointment, appointed annually, with a potential for extension depending on performance and availability of funding and available work. 


TO APPLY:

           

Please apply via Academic Jobs On-line (https://academicjobsonline.org/ajo/jobs/11510).

Qualified applicants should submit a cover letter, résumé, names of at least three individuals who can be contacted to provide letters of recommendation. 

Applications will be reviewed as received, continuing until a suitable applicant is identified. For more information, please contact Holger Klinck, hk829@cornell.edu.






Diversity and Inclusion are a part of Cornell University’s heritage. We are a recognized employer and educator valuing AA/EEO, Protected Veterans, and Individuals with Disabilities.

Application Materials Required:
Submit the following items online at this website to complete your application:
And anything else requested in the position description.

Further Info:
http://www.birds.cornell.edu/brp/
email
607-254-6250
 
159 Sapsucker Woods Road
Ithaca, NY 14850

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