Data Scientist with Security Clearance

VTG; Bellbrook (OH); On-site; USD 120,000 - 180,000; Full time

Job summary

VTG in Beavercreek, OH seeks a Data Scientist to design, prototype, and implement a data management and application development pipeline for national defense data science tasks. You will gather data, analyze it, and develop AI/ML based applications, working with DevOps, software, data engineers, and system operators onsite.

You will architect pipelines in cloud/local environments, perform analytics on real and simulated data, and integrate diverse data sources to support multiple users and test

Qualifications

• Bachelor's degree in CS/Data Science/IS or related field
• 4+ years in data science with statistical modeling and ML on large data sets
• Experience with data storage/management tools (S3, SQL, MongoDB, HBase, Apache Atlas, Kafka)
• Programming in Python or R with data libraries (pandas, numpy, etc.)
• Experience with Jupyter, Apache Spark, MATLAB
• Knowledge of data modeling principles
• Experience extracting insights from structured and unstructured data
• AWS cloud development experience
• Excellent communication skills
• US citizen with TS/SCI eligibility or ability to obtain

Responsibilities

• Leverage tools to architect and prototype data management and pipeline solutions
• Perform data analytics on simulated and real data
• Integrate structured and unstructured data from diverse sources
• Develop applications and models for various users
• Provide technical input to program managers and government representatives

Skills

Statistical modeling

Machine learning

Data analysis

Communication

Team collaboration

Leadership

Python

R

SQL

Pandas

NumPy

Spark

Jupyter

Matplotlib/Seaborn

Git

Jenkins

GitLab

TensorFlow

Keras

scikit-learn

C++

Java

Linux

AWS

Education

Bachelor's degree in Computer Science / Data Science / Information Systems

Master's degree or higher in Computer Science / Data Science / Information Systems

Tools

Python

R

Pandas

NumPy

Spark

Jupyter

SQL

MongoDB

Kafka

HBase

Apache Atlas

Docker

Amazon Web Services

MATLAB

Matplotlib/Seaborn

Git

Jenkins

GitLab

TensorFlow

Keras

scikit-learn

Job description

Overview VTG is seeking a Data Scientist to support our Team in Beavercreek, OH. The Data Scientist will design, prototype, and implement a data management and application development pipeline in support of national defense data science and data architecture prototyping tasks. This role will also include gathering and organizing data, conducting data analytics, and developing data analytic and AI/ML based applications. This is an onsite role due to its classification level. What will you do? The Data Scientist will work with a team of DevOps engineers, software developers, data engineers, and system operators to identify data needs and prototype a range of novel solutions. This data scientist would be involved at all levels of the data life cycle from onboard management of data to its use in application development and back to application integration and gathering test data.

• Leverage third-party tools to architect and prototype a modern data management and application development pipeline in a local and/or a cloud environment
• Perform data analytics of simulated and real-world data
• Integrate structured and unstructured data from disparate data sources
• Develop applications and models supporting various users
• Provide technical input to program managers and government representatives Do you have what it takes? Required qualifications:
• Bachelor's Degree, majoring in majoring in Computer Science, Data Science, Information Systems, or a related field
• 4+ years of experience as a Data Scientist including experience in statistical modeling and machine learning based on the analysis of large sets of data
• Experience with data storage and management tools (S3, SQL, MongoDB, Hbase, Apache Atlas, Kafka, etc.)
• Programming experience in Python, R, or similar data manipulation languages and associated libraries (e.g. pandas, numpy, polars, dask)
• Experience with data science and analytics toolsets (e.g. JupyterHub / Jupyter Notebooks, Apache Spark, MATLAB)
• Knowledge of data modeling principles
• Experience in knowledge extraction and insights from data in various forms, both structured and unstructured
• Cloud development experience, preferably in AWS
• Excellent verbal and written communication skills
• US Citizen with current TOP SECRET/SCI Eligible Clearance or ability to obtain a TOP SECRET/SCI clearance
• Successful completion of background check Desired qualifications:
• Master's Degree or higher in Computer Science, Data Science, or Information Systems
• Experience establishing data pipelines in cloud platforms, such as AWS, Azure, or Google Cloud
• Data visualization experience and associated tools/libraries (e.g. pyplot, seaborn)
• Experience using Git for version control and issue trackingExperience with artifact repositories (e.g. Artifactory)
• Experience with CI/CD pipelines (e.g. Jenkins, Gitlab pipelines)
• Experience with AI/ML development tools and libraries (e.g. Sagemaker, ML Studio, Tensorflow, Keras, scikit-learn)
• Experience leading teams and projects
• Programming experience in C++ and Java
• Experience with Linux systems