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Full-Time

Data Scientist

Posted on 6/27/2024

Govini

Govini

51-200 employees

Data analytics for government decision-making

Data & Analytics
Consulting
Government & Public Sector
Enterprise Software
Defense

Junior, Mid

Arlington, VA, USA + 1 more

US Citizenship, US Top Secret Clearance Required

Category
Data Science
Data & Analytics
Required Skills
Agile
Python
Data Science
Data Structures & Algorithms
SQL
Data Analysis
Requirements
  • Bachelor's degree in Computer Science, Computer Engineering, Data Analytics, Data Science, Mathematics, Statistics, or a related field; Master’s preferred
  • 2+ years of hands-on data science experience
  • Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship
  • Regular development experience in Python
  • Advanced knowledge and experience with SQL
  • 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, LLMs, etc)
  • Ability to work independently and drive tasks to completion with little supervision
  • Extremely strong communication and interpersonal skills
  • A burning desire to work in a challenging fast-paced environment
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 on 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
  • Rapidly build light-weight prototypes to demonstrate the core concepts
  • 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 data 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

Govini specializes in data science to enhance government operations, particularly for national security clients like the Department of Defense (DoD). The company provides data-driven insights and analytics that help government agencies make informed decisions. By using advanced data science techniques, Govini offers transparency into government activities and the markets they operate in, allowing clients to focus on innovation and strategic planning. Their services include analyzing the impact of events like the COVID-19 pandemic on defense strategies and providing insights into federal contracting processes. Govini differentiates itself by its deep focus on national security and its ability to deliver clear, actionable insights that aid in decision-making. The goal of Govini is to empower government agencies to connect their execution with long-term strategies and improve their performance.

Company Stage

Series C

Total Funding

$26.3M

Headquarters

San Francisco, California

Founded

2011

Growth & Insights
Headcount

6 month growth

17%

1 year growth

38%

2 year growth

82%
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Simplify's Take

What believers are saying

  • Recognition in the Deloitte Technology Fast 500 underscores Govini's rapid growth and strong market position.
  • The introduction of the National Security Scorecard and the Govini Certification Program demonstrates the company's innovative approach to addressing critical national security challenges.
  • High-profile hires like Peter Modigliani and Jeff (JD) Jack signal Govini's commitment to strengthening its leadership team and driving future growth.

What critics are saying

  • The highly specialized focus on national security clients could limit Govini's market opportunities outside this niche.
  • Dependence on government contracts makes Govini vulnerable to changes in federal spending priorities and budget cuts.

What makes Govini unique

  • Govini's exclusive focus on national security clients like the DoD sets it apart from other data analytics firms that serve a broader range of industries.
  • The launch of Ark.ai, a commercial data platform specifically for national security, highlights Govini's commitment to specialized, high-impact solutions.
  • Govini's deep insights into federal contracting vehicles like OTAs provide unique value to government agencies navigating complex acquisition processes.
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