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    Data Scientist - Pittsburgh, United States - Govini

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    Description
    Company Description

    Govini builds software to accelerate the Defense Acquisition Process.

    Ark, Govini's flagship product, is a suite of AI-enabled applications, powered by integrated government and commercial data, to accelerate the entire spectrum of Defense Acquisition, including Supply Chain, Science & Technology, Production, Sustainment, and Modernization.

    With Ark, the Acquisition community eliminates slow, manual processes and gains the ability to rapidly imagine, produce, and field critical warfighting capabilities.

    Ark transforms Defense Acquisition into a strategic advantage for the United States. Govini has offices in Arlington, Virginia, and Pittsburgh, Pennsylvania.

    Job Description


    We are seeking an inquisitive data scientist to join our team and work with our various datasets to find connections, knowledge, and potential issues in order to help our government clients make more informed decisions.

    Your role on the Data Science team will be primarily focused on our large datasets, and you will design and implement scalable statistical systems based on your analysis.

    You will have the opportunity to expand and grow data-driven research across Govini, and lead new areas to apply advanced analytics to drive business results.

    As part of our team, you must be a data nerd with a strong understanding of the various fundamentals of data science and analysis and know how to bring data to life.


    In order to do this job well, you must be a highly organized problem-solver and possess excellent oral and written communication skills.

    You are independent, driven, and motivated to jump in and roll up your sleeves to get the job done. You lead by influence and motivation. You have a passion for great work and nothing less than your best will do. You share our intolerance of mediocrity. You're uber-smart, challenged by figuring things out and producing simple solutions to complex problems.

    Knowing there are always multiple answers to a problem, you know how to engage in a constructive dialogue to find the best path forward.

    You're scrappy. We like scrappy. We need a creative, out-of-the-box thinker who shares our passion and obsession with quality.

    This role is a full-time position located out of our office in Pittsburgh, PA.

    This role may require up to 25% travel

    Scope of Responsibilities

    Design experiments, test hypotheses, and build models for advanced data analysis and complex algorithms

    Apply advanced statistical and predictive modeling techniques to build, maintain, and improve multiple real-time decision systems

    Make strategic recommendations on data collection, integration, and retention requirements, incorporating business requirements and knowledge of data industry best practices

    Model and frame business scenarios that are meaningful and which impact critical processes and decisions; transform, standardize, and integrate datasets for client use cases

    Convert custom, complex and manual client data analysis tasks into repeatable, configurable processes for consistent and scalable use within the Govini SaaS platform

    Optimize processes for maximum speed, performance, and accuracy; craft clean, testable, and maintainable code

    Partner with internal Govini business analysts and external client teams to seek out the best solutions regarding data-driven problem solving

    Participate in end-to-end software development, on an agile team in a scrum process, collaborating closely with fellow software, machine learning, data, and QA engineers

    Qualifications

    US Citizenship is Required


    Required Skills:
    Bachelor's degree in Computer Science, Computer Engineering, Mathematics, Statistics, or a related field; Master's or PhD preferred

    Minimum 3 years of hands-on data science experience

    Minimum 3 years deriving key insights and KPIs for external and internal customers

    Regular development experience in Python

    Prior hands-on experience working with data-driven analytics

    Proven ability to develop solutions to loosely defined business problems by leveraging pattern detection over large datasets

    Proficiency in statistical analysis, quantitative analytics, forecasting/predictive analytics, multivariate testing, and optimization algorithms

    Experience using machine learning algorithms (e.g., gradient-boosted machines, neural networks)

    Ability to work independently with little supervision

    Strong communication and interpersonal skills

    A burning desire to work in a challenging fast-paced environment


    Desired Skills:
    Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship

    Experience in or exposure to the nuances of a startup or other entrepreneurial environment

    Experience working on agile/scrum teams

    Experience building datasets from common database tools using flavors of SQL

    Expertise with automation and streaming data

    Experience with major NLP frameworks (spaCy, fasttext, BERT)Familiarity with big data frameworks (e.g., HDFS, Spark) and AWS

    Familiarity with Git source control management

    Experience working in a product organization

    Experience analyzing financial, supply chain/logistics, or intellectual property data

    We firmly believe that past performance is the best indicator of future performance.

    If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we're eager to hear from you.

    Govini is an Equal Opportunity Employer.

    All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.


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