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TEMP-Engineering (Edge Machine Learning Engineer)
Georgia Tech Atlanta, GA
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$91k-110k (estimate)
Full Time 1 Week Ago
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Georgia Tech is Hiring a TEMP-Engineering (Edge Machine Learning Engineer) Near Atlanta, GA

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Job ID
272503
Location
Atlanta, Georgia
Full/Part Time
Full-Time
Regular/Temporary
Temporary
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About Us

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.

Job Summary

Provide engineering services in support of systems and equipment associated with research efforts within an academic or research unit or laboratory. Specific duties will be determined based on assignment and unit needs. This position will interact on a consistent basis with: unit management and staffThis position typically will advise and counsel: unit management and staffThis position will supervise: NA

Responsibilities

Job Duty 1 -
Participate in the design, installation and testing of systems and components.
Job Duty 2 -
Develop engineering project schedules, plans, and specifications for systems and components.
Job Duty 3 -
Conduct analyses of system performance; prescribe corrective action where required.
Job Duty 4 -
Troubleshoot systems; may involve calibration and repair work.
Job Duty 5 -
Prepare drawings, schematic diagrams and other documentation associated with components and systems.
Job Duty 6 -
Provide input to and administer project engineering budgets.
Job Duty 7 -
Interact with vendors regarding procurement and delivery issues.
Job Duty 8 -
Participate in project reviews for conformance to quality standards and compliance with applicable codes and regulations.
Job Duty 9 -
Perform other duties as assigned

Responsibilities

  • Develop models using existing and new frameworks such as Pytorch or Nvidia Holoscan
  • Use common DevOps tools and techniques, including various git services, to develop and track code
  • Interact with partners within and outside of the organization in order to overcome technical challenges encountered when working with new and proprietary technologies
  • Attend regular meetings and give presentations
  • Train models, evaluate performance, and configure models and environments for performing inference
  • Perform DevOps activities including building and deploying Docker containers, creating and editing Gitlab or Github CI files, managing network access to various resources, writing and scripting unit tests, and so on
  • Program edge devices using their SDKs and tool chains. This primarily targets conventional computing architectures like x86 but knowledge of FPGA languages, tools, and brands is a plus
  • Connect to and regularly make use of cluster software such as Slurm. This requires familiarity with Linux based operating systems. The Advanced Computing Branch focuses on Linux based operating systems
  • Perform research as needed to understand and overcome challenges. This typically includes literature surveys to gain familiarity with the state of the art and available solutions, but sometimes requires creativity to solve problems in a novel way
  • Write reports, presentations, posters, and publications

Required Qualifications

Educational Requirements
Bachelor's Degree in Engineering field, or equivalent combination of education and experience
Other Required Qualifications
Valid Driver's license This is a temporary position, limited to 1300 hours or 12 consecutive months, and subject to ACA and GT guidelines for temporary employment.
Required Experience
Up to two years of job related experience

Preferred Qualifications

Additional Preferred Qualifications
Professional Engineer (PE)

Knowledge, Skills, & Abilities

SKILLS
This job requires application of engineering principles, processes and practices; application of regulations, codes and safety practices; utilization of basic and advanced computer applications including those specific to areas of responsibility; communication skills.

Knowledge, Skills, & Abilities

Knowledge Machine Learning, computer science, algorithms, dev ops, software engineering, edge devices, networking, optimization, operating systems, computer architectures

Skills Python or a similarly modern high-level language, Git, Pytorch or a similarly modern machine learning framework, Linux based operating systems, a common *nix shell like bash, Slurm, PBS, or similar software, Cuda, gcc, and knowledge of at least one low level language such as ASM or C is beneficial

Abilities Good time management and communication skills, the ability to work on problems with uncertain solutions, and an ability and eagerness to learn

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/#p8.2.18_personnel_conduct.

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

The Georgia Institute of Technology (Georgia Tech) is an Equal Employment Opportunity Employer. The University is committed to maintaining a fair and respectful environment for all. To that end, and in accordance with federal and state law, Board of Regents policy, and University policy, Georgia Tech provides equal opportunity to all faculty, staff, students, and all other members of the Georgia Tech community, including applicants for admission and/or employment, contractors, volunteers, and participants in institutional programs, activities, or services. Georgia Tech complies with all applicable laws and regulations governing equal opportunity in the workplace and in educational activities.

Georgia Tech prohibits discrimination, including discriminatory harassment, on the basis of race, ethnicity, ancestry, color, religion, sex (including pregnancy), sexual orientation, gender identity, gender expression, national origin, age, disability, genetics, or veteran status in its programs, activities, employment, and admissions. This prohibition applies to faculty, staff, students, and all other members of the Georgia Tech community, including affiliates, invitees, and guests. Further, Georgia Tech prohibits citizenship status, immigration status, and national origin discrimination in hiring, firing, and recruitment, except where such restrictions are required in order to comply with law, regulation, executive order, or Attorney General directive, or where they are required by Federal, State, or local government contract.

Background Check

Successful candidate must be able to pass a background check. Please visit http://policylibrary.gatech.edu/employment/pre-employment-screening

Other Information

This is not a supervisory position.
This position does not have any financial responsibilities.
This position will be required to drive.
This role is not considered a position of trust.
This position does not require a purchasing card (P-Card).
This position will not travel
This position does not require security clearance.

Job Summary

JOB TYPE

Full Time

SALARY

$91k-110k (estimate)

POST DATE

05/19/2024

EXPIRATION DATE

06/07/2024

HEADQUARTERS

POWDER SPRINGS, GA

SIZE

7,500 - 15,000

FOUNDED

2010

CEO

NICKOLAS KLJUCARIC

REVENUE

$10M - $50M

INDUSTRY

Colleges & Universities

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