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    AI/ML Engineer - Atlanta, United States - Georgia Tech Research Institute

    Georgia Tech Research Institute
    Georgia Tech Research Institute Atlanta, United States

    3 weeks ago

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    Description
    AI/ML Engineer - GTRI-ICL

    Submit Resume

    ID:

    499544


    Type:

    Researchers, Researchers:
    Contract


    Location:
    Atlanta, GA


    Categories:
    Artificial Intelligence


    Overview:


    The Georgia Tech Research Institute (GTRI) is the nonprofit, applied research division of the Georgia Institute of Technology (Georgia Tech).Founded in 1934 as the Engineering Experiment Station, GTRI has grown to more than 2,900 employees, supporting eight laboratories in over 20 locations around the country and performing more than $940 million of problem-solving research annually for government and industry.

    GTRI's renowned researchers combine science, engineering, economics, policy, and technical expertise to solve complex problems for the U.S. federal government, state, and industry.
    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:


    • Students are our top priority.
    • We strive for excellence.
    • We thrive on diversity.
    • We celebrate collaboration.
    • We champion innovation.
    • We safeguard freedom of inquiry and expression.
    • We nurture the wellbeing of our community.
    • We act ethically.
    • 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.

    Project/Unit Description

    The Advanced Computing and Artificial Intelligence Division (ACAID) within the ICL Lab is seeking a Mid to Senior Artificial Intelligence Scientist to join our team of passionate researchers.

    We seek an experienced Scientist who can support our research efforts by matching cutting-edge algorithms with advanced computing technologies to realize solutions for the Nation's most challenging problems.

    The ideal candidate will have broad and deep expertise in the application of analytic tools and machine learning techniques.

    A strong candidate will have interest and practical experience in AI applications for a wind range of research domains to include DoD, DOE and Healthcare industry.

    This position will focus on the design, development and deployment of AI pipeline designs. The candidate will work closely with staff members in a collaborative working environment. This is an excellent opportunity for a motivated, results-oriented professional. We are seeking people who get excited about working with data, developing evidence base data driven solutions.


    The ACAID Division works with a diverse group of organizations and agencies in National Security and the public health space.

    The ideal candidate must be able to communicate complex technical material clearly to a wide variety of audiences including academia, conference proceedings, management, business development leads, prospective and existing customers.

    Job Purpose

    The Artificial Intelligence/Machine Learning (AI/ML) Engineer develops AI/ML algorithms, cloud computing, and/or heterogeneous distributed computing infrastructures to support the deployment of AI/ML applications.

    The AI/ML Engineer also researches the mathematical foundations and frameworks for nonlinear systems characterized by time-varying and emerging dynamics of evolving or adaptive systems.

    The AI/ML Engineer develops technical solutions at the leading edge of Artificial Intelligence, Machine Learning, Genetic Programming, Computer Vision, and advanced data processing, filtering, and fusion techniques in high-performance computing and distributed heterogeneous computing environments.

    The AI/ML Engineer writes parallel processing programs to deploy ML models developed by data scientists into more complex systems. The AI/ML Engineer has familiarity with state-of-the-art, open-source software frameworks and high-performance computing accelerators for machine learning.

    When conducting research, the AI/ML Engineer leverages the most recent advances in statistical analysis of large data sets to advance state-of-the-art automated sensor and data processing for a broad range of intelligent and sensor-enabled systems.

    Key Responsibilities
    Apply tools and frameworks to deploy machine learning models
    Conduct data conditioning, processing, filtering, and fusion to support the creation of automated algorithms
    Make decisions regarding implementation based on available hardware (e.g., embedded systems, cloud, server infrastructure)
    Design application logging capabilities and perform debugging with available logs

    Additional Responsibilities

    Applying the Cross Industry Standard Process for Data Mining (CRIPS-DM)
    Data parsing, preparation and fusing of disparate data sources using fundamental data python libraries and established practices and procedures
    Independently conducting exploratory data analysis, documenting and presenting findings to senior leadership and decision makers
    Applying data collection techniques in support of ETL and ELT
    Database modeling, data design and application of stored procedures, stored functions and triggers
    Application of Machine Learning techniques such as supervised, unsupervised and semi-supervised learning
    Application of Natural Language Processing techniques
    Present research at conferences, contribute to business development, and meet with customers

    Required Minimum Qualifications

    Strong understanding of AI development in cloud enviroments such as AWS, Azure, Google Cloud/Colaboratory
    Experience with Scala, Spark, SQL, MATLAB, Github, Probability & Statistic and Machine Learning
    Passion for working with data (can think in data structures)
    Ability to work well with a variety of teams with diverse skill sets

    Preferred Qualifications

    Advanced degree in Data Science, Computer Science, Electrical Engineering, Aerospace Engineering, Civil Engineering or related AI field

    Documented experience conducting advanced research in AI pipeline design using proven Data Science methodologies as well as System Engineering practices.

    Fundamental programming skills in core data science languages such as Python, R, MATLAB and SQL
    Experience modeling data in JSON, XML and Entity Relational Diagraming (ERD) design
    Experience working with cloud-based analytics environment, such as Databricks, Azure ML and AWS
    Conceptual development in RStudio, JupyterLab and/or Jupyter Notebooks
    Experience working with databases (I.e. configuring, deploying, securing and maintaining)
    Experience working with government systems
    Experience writing research proposals and documenting results
    Currently possess or can obtain a DoD security clearance up to TS/SCI

    Travel Requirements
    10% - 25% travel
    Education and Length of Experience
    This position vacancy is an open-rank announcement.

    The final job offer will be dependent on candidate qualifications in alignment with Research Faculty Extension Professional ranks as outlined in section 3.2.

    1 of the Georgia Tech Faculty Handbook
    2 years of related experience with a Bachelor's degree in Computer Engineering, Computer Science, Information Technology, High Performance Computing, Analytics, Artificial Intelligence, Electrical Engineering, Aerospace Engineering, Civil Engineering or related AI research focused field
    0 years of related experience with a Masters' degree in Computer Engineering, Computer Science, Information Technology, High Performance Computing, Analytics, Artificial Intelligence, Electrical Engineering, Aerospace Engineering, Civil Engineering or related AI research focused field

    U.S. Citizenship Requirements
    Due to our research contracts with the U.S. federal government, candidates for this position must be U.S. Citizens.
    Clearance Type Required
    Candidates must be able to obtain and maintain an active security clearance.
    Benefits at GTRI
    Comprehensive information on currently offered GTRI benefits, including Health & Welfare, Retirement Plans, Tuition Reimbursement, Time Off, and Professional Development, can be found through this link:
    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.

    USG Core Values Statement

    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 and can be found on-line at
    Additionally, USG supports Freedom of Expression as stated in Board Policy 6.5 Freedom of Expression and Academic Freedom found on-line at

    Posted:

    03/27/2024

    Closes:

    06/27/2024

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