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Neural Signal Processing Jobs in Georgia (NOW HIRING)

Postdoctoral Fellow

Atlanta, GA · On-site

$47K - $64K/yr

Excellent skills in MATLAB (or similar) programming, animal experimental procedures necessary for in vivo electrophysiology studies, neural signal processing. * Experience in animal behavior/human ...

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... learning, neural networks, and natural language processing) in a variety of environments using ... Hands-on expertise with fraud detection tools and data signals , including device intelligence ...

Neural Signal Processing information

What is the difference between Neural Signal Processing vs Neural Data Analyst?

AspectNeural Signal ProcessingNeural Data Analyst
Required CredentialsBackground in neuroscience, signal processing, programming (Python, MATLAB)Statistics, data analysis, programming (Python, R)
Work EnvironmentResearch labs, healthcare, neurotechnology companiesData-focused roles in research institutions, healthcare, biotech
Industry UsageDesigning algorithms for neural signals, signal decodingAnalyzing neural data sets, interpreting results

Neural Signal Processing involves developing algorithms to analyze and interpret neural signals, often requiring expertise in signal processing and neuroscience. Neural Data Analysts focus on examining neural data sets to extract insights, emphasizing statistical analysis and data interpretation. While both roles work with neural data, Neural Signal Processing is more technical and algorithm-driven, whereas Neural Data Analysts focus on data interpretation and reporting.

What are some common challenges faced by professionals in neural signal processing roles, and how can they be addressed?

Professionals in neural signal processing often face challenges such as managing noisy or artifact-laden data, ensuring real-time processing capabilities, and integrating signals from multiple modalities (e.g., EEG, fMRI). Addressing these challenges typically involves staying updated on advanced filtering techniques, collaborating closely with neuroscientists and engineers, and leveraging robust software tools for data analysis. Continuous learning and teamwork are essential, as projects often require interdisciplinary cooperation and adaptation to evolving research protocols.

What are the key skills and qualifications needed to thrive as a Neural Signal Processing specialist, and why are they important?

To thrive in Neural Signal Processing, you need a solid background in neuroscience, signal processing, and programming, often supported by an advanced degree in biomedical engineering, neuroscience, or related fields. Familiarity with tools like MATLAB, Python, EEG/MEG analysis software, and machine learning frameworks is typically required. Strong analytical thinking, problem-solving abilities, and effective communication skills help you interpret complex data and collaborate with interdisciplinary teams. These skills ensure accurate data analysis, advancement of brain-computer interfaces, and successful contributions to neuroscience research.

What is neural signal processing?

Neural signal processing is the analysis and interpretation of electrical signals generated by neurons in the brain or nervous system. This field combines neuroscience, engineering, and computer science to develop methods and algorithms that can decode, filter, and make sense of complex neural data. Applications include brain-computer interfaces, medical diagnostics, and research into how the brain functions. Neural signal processing is critical for advancing our understanding of neural circuits and developing new treatments for neurological disorders.
What cities in Georgia are hiring for Neural Signal Processing jobs? Cities in Georgia with the most Neural Signal Processing job openings:
Postdoctoral Fellow

Postdoctoral Fellow

Georgia Tech

Atlanta, GA • On-site

$47K - $64K/yr

Other

Posted 2 days ago

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Job description

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Job ID
276607
Location
Atlanta, Georgia
Full/Part Time
Full-Time
Regular/Temporary
Regular
About Us

Overview

Georgia Tech prides itself on its technological resources, collaborations, high-quality student body, and its commitment to building an outstanding and diverse community of learning, discovery, and creation. We strongly encourage applicants whose values align with our institutional values, as outlined in our Strategic Plan. These values include academic excellence, diversity of thought and experience, inquiry and innovation, collaboration and community, and ethical behavior and stewardship. Georgia Tech has policies to promote a healthy work-life balance and is aware that attracting faculty may require meeting the needs of two careers.

About Georgia Tech

Georgia Tech is a top-ranked public research university situated in the heart of Atlanta, a diverse and vibrant city with numerous economic and cultural strengths. The Institute serves more than 45,000 students through top-ranked undergraduate, graduate, and executive programs in engineering, computing, science, business, design, and liberal arts. Georgia Tech's faculty attracted more than $1.4 billion in research awards this past year in fields ranging from biomedical technology to artificial intelligence, energy, sustainability, semiconductors, neuroscience, and national security. Georgia Tech ranks among the nation's top 20 universities for research and development spending and No. 1 among institutions without a medical school.

Georgia Tech's Mission and Values

Georgia Tech's mission is to develop leaders who advance technology and improve the human condition. The Institute has nine key values that are foundational to everything we do:

  1. Students are our top priority.
  2. We strive for excellence.
  3. We thrive on diversity.
  4. We celebrate collaboration.
  5. We champion innovation.
  6. We safeguard freedom of inquiry and expression.
  7. We nurture the wellbeing of our community.
  8. We act ethically.
  9. We are responsible stewards.

Over the next decade, Georgia Tech will become an example of inclusive innovation, a leading technological research university of unmatched scale, relentlessly committed to serving the public good; breaking new ground in addressing the biggest local, national, and global challenges and opportunities of our time; making technology broadly accessible; and developing exceptional, principled leaders from all backgrounds ready to produce novel ideas and create solutions with real human impact.

About the Wallace H. Coulter Department of Biomedical Engineering at the Georgia Institute of Technology and Emory University

The Wallace H. Coulter Department of Biomedical Engineering at Georgia Tech and Emory University has a student body of 1,200 undergraduates, 260 graduate students, and 70 primary and 73 program faculty. In 2023 US News Graduate Program Rankings placed the department as the #1 ranked department in BME in the United States and our Undergraduate Program as the # 2 department in the United States. Since its beginning, the unique partnership between two of the nation's leading public and private entities has been an innovation engine for research and education. Combining the engineering and medical strengths at Georgia Tech and Emory, we are focused on solving some of the toughest problems facing our state, the nation, and the world.

Location

Atlanta, GA

Job Summary

The Haider Lab in the Dept. of Biomedical Engineering (BME) at Georgia Tech & Emory University seeks a highly motivated and skilled postdoctoral fellow to undertake NIH funded projects examining synaptic and network mechanisms supporting sensory perception and visual attention.

The projects offer significant opportunity to learn cutting-edge research techniques in vivo with transgenic mice performing quantitative visual behavioral tasks.

Responsibilities

The specific job duties undertaken include the following: 1) neural population recording with high-density silicon electrodes (Neuropixels), 2) optogenetic circuit manipulation, 3) training transgenic mice on quantitative visual spatial detection behaviors 4) high dimensional neural data signal processing and analysis.

Required Qualifications

Candidates should have completed a PhD in Bio-Engineering or related area

Preferred Qualifications
  • 5+ years of relevant experience
  • The ideal candidate has expertise in patch clamp / multi-electrode electrophysiology in vitro or in vivo, experience with neural or behavioral data analysis related to visual neuroscience, and quantitative skill in data acquisition and analysis (preferably with MATLAB). Candidates should have excellent written and verbal communication skills, an inquisitive mindset, and enthusiasm to work in a multi-disciplinary team.
Knowledge, Skills, & Abilities
  • Significant experience in electrophysiology, visual neuroscience, neural data analysis.
  • Proven ability to execute projects using the above skillsets in high-quality publications.
  • Knowledge of optogenetics, optical imaging.
  • Excellent skills in MATLAB (or similar) programming, animal experimental procedures necessary for in vivo electrophysiology studies, neural signal processing.
  • Experience in animal behavior/human visual psychophysics.
Contact Information

For additional information about this job opening, please contact Dr. Bila Haider bilal.haider@bme.gatech.edu.

USG Core Values

The University System of Georgia is comprised of our 26 institutions of higher education and learning as well as the System Office. Our USG Statement of Core Values are Integrity, Excellence, Accountability, and Respect. These values serve as the foundation for all that we do as an organization, and each USG community member is responsible for demonstrating and upholding these standards. More details on the USG Statement of Core Values and Code of Conduct are available in USG Board Policy 8.2.18.1.2 and can be found on-line at https://www.usg.edu/policymanual/section8/C224/#p8.2.18personnelconduct.

Additionally, USG supports Freedom of Expression as stated in Board Policy 6.5 Freedom of Expression and Academic Freedom found on-line at https://www.usg.edu/policymanual/section6/C2653.

Equal Employment Opportunity

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About Georgia Tech

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Georgia Tech is a top-ranked public research university situated in the heart of Atlanta, a diverse and vibrant city with great economic and cultural strengths. The Institute is a member of the University System of Georgia, the Georgia Research Alliance, and the Association of American Universities. Georgia Tech prides itself on its technology resources, collaborations, high-quality student body, and its commitment to diversity, equity, and inclusion.

Industry

Education

Company size

10,000+ Employees

Headquarters location

Atlanta, GA, US

Year founded

1888

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