Data Scientist

3 weeks ago

Tysons Corner, United States SteerBridge Full time

Position: Data Scientist (Aviation)

Job Type: Full Time

Mode of Work: Hybrid (In-Office and Remote)


POSITION OVERVIEW

SteerBridge is looking for Data Scientists to evaluate multi-dimensional USMC F35 global supply chain and operational data to construct and maintain predictive models. Prior experience in the aviation experience is strongly preferred.


Candidates must be familiar with multiple types of data models including, but not limited to, generalized linear and multilinear regression, logistic and multinomial regression, and time series analysis. Candidates must have hand-on experience with supervised (classification, regression) and unsupervised learning (clustering, dimension reduction).


The Data Scientist must be prepared to dive deep into disparate data from multiple sources in multiple formats in order to integrate and evaluate to determine the most appropriate modeling approach. The Data Scientist will be responsible for leading end-to-end analytical models and data science framing activities, including but not limited to working with partners to identify fields, data provenance and integration, data quality assessments, and documentation of data processes and models.


The Data Scientist must be able to review and understand large sets of data while being able to highlight relevant trends and patterns. The ideal candidate is a quick learner, curious, innovative, results-oriented and has strong interpersonal skills.


REQUIRED

  • Must be authorized to work in the U.S.
  • MSc or PhD degree in applied mathematics, statistics, or relevant work experience.
  • An active security clearance or the ability to obtain one is required.


RESPONSIBILITIES

  • Collaborate with various stakeholders to understand requirements and translate those requirements into data science solutions.
  • Provide guidance on best practices and industry standards across data science and analytics, data visualization, and share expertise to improve technical capabilities of the team.
  • Design, develop, and integrate templates, data, and models for repeatability.
  • Develop and implement data quality assurance and management protocols.
  • Create, maintain, and organize technical documentation for all data collection, cleaning, and analyses.


PROFESSIONAL EXPERIENCE / QUALIFICATIONS

Required:

  • Must be familiar with multiple types of data models including, but not limited to, generalized linear and multilinear regression, logistic and multinomial regression, and time series analysis.
  • Must have hand-on experience with supervised (classification, regression) and unsupervised learning (clustering, dimension reduction).
  • 5+ years of experience evaluating relationships in data using statistical modeling and leveraging analytics tools.
  • 5+ years of experience in advanced Classification and Regression modeling.
  • 5+ years of professional proficiency using R, or Python for data wrangling and model building.
  • Proficiency in data manipulation and analysis using Python libraries such as Pandas for cleaning, transforming, and exploring large datasets to derive actionable insights and support decision-making processes.
  • Hands-on experience developing and implementing Predictive Maintenance models using machine learning techniques to optimize asset reliability, reduce downtime, and enhance operational efficiency in industrial or engineering environments.
  • Experience in SQL or Spark SQL, and basic database design.
  • Cloud project work using Google, AWS and/or Azure.
  • Demonstrated high proficiency in statistical analysis and data visualization.
  • Demonstrated high proficiency in data wrangling and documentation.
  • Solid technical skills across a wide variety of tools and data platforms.
  • Able to successfully prioritize and manage multiple project tasks simultaneously and complete them in a timely manner with a high degree of accuracy.
  • Strong record of applied data analysis.
  • Excellent writing and presentation skills with a successful track record of communicating complex concepts to diverse audiences.


Preferred:

  • (Highly preferred) AWS or Google Cloud Professional or Specialty Certification or ability to obtain certification.
  • Top Secret security clearance.
  • Experience with supply chain management data systems and technology is desirable (e.g., ERP, Transportation Management and Warehouse Management systems).
  • Experience supporting DoD and/or VA missions.
  • Proficiency in integrating and interfacing with software development processes.
  • Consulting experience.


COMPENSATION

A salary commensurate with background and experience will be offered.


BENEFITS

  • Health insurance
  • Dental insurance
  • Vision insurance
  • Life Insurance
  • 401(k) Retirement Plan with matching
  • Paid Time Off
  • Paid Holidays


SteerBridge Strategies is committed to equal employment opportunity and nondiscrimination for all employees and qualified applicants without regard to a person’s race, color, gender, age, religion, national origin, ancestry, disability, veteran status, genetic information, sexual orientation, or any characteristic protected under applicable law. SteerBridge Strategies will make reasonable accommodations for qualified individuals with known disabilities in accordance with applicable law.

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