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    Senior Information Operations Data Scientist - Arlington, VA, United States - Castellum Inc

    Castellum Inc
    Castellum Inc Arlington, VA, United States

    1 week ago

    Castellum Inc background
    Full time
    Description
    The Senior Information Operations Data Scientist provides support to the Headquarters Department of the Army (HQDA) G-3/5/7 DAMO-SOI.

    Support DAMO-SOI efforts to incorporate artificial intelligence (AI), machine learning (ML), and natural language processes (NLP) into existing and developing Army capabilities in the context of enabling the Army forces to consolidate, contextualize, and leverage information at scale and at speed in support of operations.

    Liaison with Army, Joint, and DoD AI/ML capability development organizations to represent the DAMO-SOI portfolios including Operational Security, Information Advantage Misinformation/Disinformation (M/D), Joint Operations in the Information Environment (OIE), Publicly Available Information (PAI), Technical Effects, and Data for influence.

    Prepare briefings, information/decision papers, policy documents, staffing packages, EXORDs, memorandums, SITREPs and official multimedia correspondence related to DAMO-SOI.

    Participate in DoD, Joint, and Army projects, studies, and working groups within the DAMO-SOI portfolio including Joint Operations in the Information Environment (OIE), Operational Security, Information Advantage, Misinformation/Disinformation (M/D), Publicly Available Information (PAI), Technical Effects, and Data for influence.

    Assist DAMO-SOI in PPBE processes including acquisitions, resourcing, and overall Pentagon processes.

    Assist DAMO-SOI in researching inquiries from Congress and other higher authorities and provide draft responses regarding any aspect of the DAMO-SOI portfolio.

    Provide SME-level expertise in development and application of artificial intelligence (AI), machine learning (ML), and natural language processes (NLP) in the context of developing information based capabilities for Army forces.

    Participates in the Army Planning, Programming, Budgeting and Execution (PPBE) process and can drive initiatives through the Army's PPBE process.

    Support AI/ML/DS needs submitted by Army commands through refinement of requirements and development of resourcing and policy solutions.
    Ability to translate complex technical problems sets and condense for executive level decision.

    Knowledge and experience of deep learning architectures with high level of experience and capabilities with Python and R, with strong skills in Python Numpy, Pandas, and keras (tensorflow or pytorch is a plus).

    Familiarity with the Microsoft 365 and Adobe suites of tools

    ~ Ability to travel in support of DAMO-SOC requirements.
    Master's Degree with 10+ years' experience or BS and 12+ years of experience statistics, mathematics, computer science, or other relevant quantitative field
    Experience with Service IA implementation and Information Operations, Cyberspace, Public Affairs and Psychological Operations (MISO) execution.
    Implementing and updating machine learning algorithms and neural networks in production settings.
    Experience with Generative Adversarial Networks (GANs) application in support of synthetic image, video and voice generation.
    Demonstrated experience of four (4) years in creating machine and deep learning applications.

    Knowledge and experience of deep learning architectures with high level of experience and capabilities with Python and R, with strong skills in Python Numpy, Pandas, and keras.

    Four years of experience supporting operations at the HQDA level or higher
    Familiarity with the Planning, Programming, Budgeting, and Executing (PPBE) process.

    Familiarity with the structure and functions of OSD, Joint Staff, HQDA, Combatant Commands, Army Service Component Commands (ASCCs), Combined Arms Command (CAC), and Army-Futures Command (AFC).

    provides equal employment opportunity (EEO) to all employees and applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability status, genetic information, marital status, ancestry, protected veteran status, or any other characteristic protected by applicable federal, state, and local laws and offers equal opportunity for VEVRAA Protected Veterans.

    Reasonable accommodations that do not cause an undue hardship on the company may be made to enable individuals with disabilities to perform essential functions, as long as that would not hinder or prevent performance of duties or be of a safety concern.

    Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.
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