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Mid Level Bayesian Statistics Jobs in Virginia (NOW HIRING)

Vantoris seeking aMid-Level Data Scientistto play a key support role within the data science team ... Implement basic statistical analyses, visualizations, and reporting to support exploratory data ...

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Mid Level Bayesian Statistics information

What is the difference between Mid Level Bayesian Statistics vs Data Scientist?

AspectMid Level Bayesian StatisticsData Scientist
Required CredentialsMaster's or PhD in Statistics, Mathematics, or related fieldBachelor's or higher in Data Science, Computer Science, or related field
Work EnvironmentResearch-focused, analytical, often in finance, healthcare, or academiaCross-functional teams, data analysis, machine learning, business insights
Industry UsageStatistical modeling, probabilistic analysis, research projectsData analysis, predictive modeling, data visualization

Mid Level Bayesian Statistics specialists focus on advanced probabilistic modeling and statistical inference, often in research or specialized industries. Data Scientists have a broader scope, combining statistical analysis with programming and machine learning to solve business problems. While both roles require strong analytical skills, Bayesian statisticians typically emphasize probabilistic models, whereas Data Scientists integrate multiple techniques for data-driven decision-making.

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Mid-level Software Engineer (Transportation/Computer Vision)

Mclean, VA • On-site

Other

Posted 26 days ago


Key responsibilities

  • Analyze and assess the team's existing ITS software systems to understand their architecture and identify opportunities for redesign into more modular, scalable, and maintainable components.

  • Lead the development of research prototypes and proof-of-concepts for various intelligent transportation systems (ITS) applications across infrastructure, vehicle, and cloud systems.

  • Participate in and help shape the open-source software process, including triaging issues, addressing external user reports, and evaluating third-party code contributions.


Job description

Jobs / Mid-level Software Engineer (Transportation/Computer Vision)

Mid-level Software Engineer (Transportation/Computer Vision)

Full-time

About the Role

DescriptionJoin us in improving and shaping the future of the smart mobility with a group of intelligent, motivated, and dedicated individuals! Leidos operates the Federal Highway Administration’s (FHWA) Saxton Transportation Operations Laboratory (STOL), a US Department of Transportation (USDOT) onsite R&D lab located at the Turner Fairbank Highway Research Center.STOL’s focus is on improvingtransportation system operations to achieve USDOT’s safety, mobility, sustainability and equity goals. STOL spearheads a variety of exciting R&D projects involving emerging technologies, including but not limited to infrastructure and vehicle connectivity and automation, everything‑in‑the loop simulation, and AI/ML modeling in a fast‑paced and collaborative laboratory environment to solve novel transportation research problems.Learn about STOL here: https://highways.dot.gov/turner-fairbank-highway-research-center/labs/STOLTo promote these efforts, Leidos is looking for an onsite Mid-level Software Engineer (Must have at least a minimum of 1-2 years of experience with C++) to join our team!CANDIDATE MUST:be able to work onsite full time in McLean, VA AND have the Ability to obtain and maintain a Public Trust security clearance (which includes current three years of immediate residency in the US).

Primary Responsibilities:
  • Analyze and assess the team’s existing ITS software systems to understand their architecture, and how they can be redesigned into more modular, scalable, and maintainable components.
  • Contribute to internal best practices for software development and lead knowledge sharing to support adoption across development teams.
  • Work with cross‑functional internal team to determine technical feasibility of projects, breakdown project goals into software development tasks, and assist with overall effort and timeline estimation of planned work.
  • Lead the execution of planned technical work, including design work, addressing unplanned technical challenges, and being responsive to changes in customer needs.
  • Directly interact with on‑site customer representatives and external stakeholders to communicate across technical disciplines as needed throughout a project’s life cycle.
  • Lead development for research prototypes and proof‑of‑con‑cepts for various intelligent transportation systems (ITS) applications across a variety of ITS devices, including infrastructure, vehicle, and cloud systems.
  • Participate in and help shape our open‑source software process, triaging and addressing issues reported by external users and evaluating 3rd party code contributions.
  • Identify, document, and formulate approaches to addressing areas of technical debt.
  • Conduct hands‑on test events and demonstrations, on‑site at TFHRC and off‑site at test facilities.
Minimal Qualifications:
  • A Bachelor’s degree in computer science or engineering with a minimum of 4+ years of professional experience in object‑oriented software development, or a Master’s degree with at least 2 years of professional experience in object‑oriented software development.
  • MUST have a minimum of 1-2 years of hands‑on experience and familiarity with manual memory management in C++ and preferably experience with other programming languages (i.e., C, Java, or Python).
  • Experience with Git.
  • Experience with Docker (including docker‑compose).
  • Experience developing in an Agile framework using toolsets such as JIRA and Confluence.
  • Proficiency in software quality techniques and practices (automated unit testing, test‑driven design/development, CI/CD pipelines with GitHub Actions, static code analysis tools, etc.).
  • Interest and motivation to develop software to answer valuable research questions to advance transportation technology. (R&D environment)
  • Understanding of mathematical fundamentals, including geometry, linear algebra, probability, graph theory, set theory, and statistics.
  • Experience in developing solutions to open‑ended research questions and developing novel approaches to solving problems.
  • Strong ability and interest to learn new problem domains, new skills, algorithms, and concepts.
Preferred Qualifications:
  • This position involves working directly with customers, so candidates need to be approachable and responsive to their needs. The ideal individual should possess strong communication skills and a willingness to assist customers effectively, ensuring a positive experience in every interaction.
  • Strong preference for experience with transportation programs
  • Experience with Linux build systems and package management systems.
  • Experience with Kafka or similar message broker systems.
  • Experience with Robot Operating System (ROS).
  • Experience with user interface (UI) and/or front‑end development.
  • Familiarity with distributed computing and cloud computing concepts.
  • Familiarity with one or more robotics concepts such as localization, path planning, perception, or sensor fusion.
  • Familiarity with simulation environments s
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