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Data Scientist - Pittsburgh, United States - Govini
Description
Company DescriptionGovini 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.
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.