Machine Learning Researcher - Saalfeld Lab

Ashburn, Virginia

Full Time Mid-level / Intermediate USD 85K - 141K
Howard Hughes Medical Institute - Chevy Chase, MD logo

Howard Hughes Medical Institute - Chevy Chase, MD

HHMI is a science philanthropy whose mission is to advance basic biomedical research and science education for the benefit of humanity.
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Janelia Research Campus is a pioneering research center in Ashburn, Virginia, where scientists pursue fundamental questions in neuroscience and imaging. The Howard Hughes Medical Institute (HHMI) launched Janelia in 2006, establishing an intellectually distinctive environment for scientists to do creative, collaborative, hands-on work.   Our integrated teams of biologists, computational scientists, and tool-builders pursue a small number of scientific questions with potential for transformative impact.  We share our methods, results, and tools with the scientific community.  It is a uniquely innovative and collaborative atmosphere that reflects HHMI’s reputation for excellence.

 

Summary: 

We are looking for a machine learning researcher who is enthusiastic about developing novel machine learning based analysis methods for large biological images and videos at the interface of cell biology and neuroscience.  We are working closely with experimentalists and software engineers and you will be able to establish and design your own research project in tight collaboration with our and other labs, with access to excellent scientific and engineering support staff and resources.  We are open source and open science enthusiasts, your work will contribute to popular open source packages and open data initiatives in the field.

 

Essential Duties and Responsibilities:

  • Design and development of  machine learning based methods and tools for analysis of large and diverse biological data.

  • Collaboration and communication across disciplines.

  • Evaluation of accuracy and comparison to other methods.

  • Visualization of data and machine learning models.

  • Development of adaptable open-source code and usable software.

  • Communication, presentation, and publication of research.

 

Qualifications:

 

Education:

  • Ph.D. in Computer Science, Machine Learning, Applied Math, Physics or related field. If you don't have a Ph.D yet but believe you can compensate this with enthusiasm, creativity, and practical experience, reach out and let's talk.

  • Advanced knowledge of Machine Learning, Statistics, Calculus, Data structures and Algorithms.

 

Experience:

  • Two years of machine learning research experience.

 

Skills and Abilities:

  • Demonstrated expertise in machine learning and data analysis.

  • Enthusiasm for using computational approaches to learn to discover biological insights.

  • Analytical understanding of algorithms.

  • Strong basis in calculus, statistics, and probability.

  • Programming skills in Python, C/C++, Java, or equivalent.

  • Knowledge of deep learning libraries such as PyTorch or Tensorflow.

  • Careful and detail-oriented.

  • Communication, organization, and time management skills

  • Creative, organized, motivated, team player

  • Ability to prioritize workload.

 

For more information on the Saalfeld lab, visit here or email Stephan at saalfelds@janelia.hhmi.org 

 

Physical Requirements:

Remaining in a normal seated or standing position for extended periods of time; reaching and grasping by extending hand(s) or arm(s); dexterity to manipulate objects with fingers, for example using a keyboard; communication skills using the spoken word; ability to see and hear within normal parameters; ability to move about workspace. The position requires mobility, including the ability to move materials weighing up to several pounds (such as a laptop computer or tablet).

Persons with disabilities may be able to perform the essential duties of this position with reasonable accommodation. Requests for reasonable accommodation will be evaluated on an individual basis.

 

Please Note:

This job description sets forth the job’s principal duties, responsibilities, and requirements; it should not be construed as an exhaustive statement, however.  Unless they begin with the word “may,” the Essential Duties and Responsibilities described above are “essential functions” of the job, as defined by the Americans with Disabilities Act.

 

Compensation and Benefits

Our employees are compensated from a total rewards perspective in many ways for their contributions to our mission, including competitive pay, exceptional health benefits, retirement plans, time off, and a range of recognition and wellness programs. Visit our Benefits at HHMI site to learn more. 

 

HHMI is an Equal Opportunity Employer

Job region: North America
Job country: United States
Job stats:  378  54  0
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