Senior ML Engineer (TS/SCI + Polygraph)

J&T Business Consulting; Laurel (NE); On-site; USD 206,000 - 248,000; Full time

Benefits offered by this job

Comprehensive Health, Dental, and Vis;

Basic Life and Disability Insurance

Paid Time Off (PTO) and Paid Holidays

401(k) Retirement Plan with Company/Ma

Tuition Reimbursement for ongoing教育

Job summary

J&T Business Consulting seeks a Machine Learning Engineer (TS/SCI with Full Scope Polygraph) in Laurel, MD, to design and implement compliance analytics, ML pipelines, and data-driven tools within an R&D environment. You will build predictive models, monitor deployed pipelines, and integrate with enterprise platforms using Python, Java, Scala, and related technologies.

The role requires hands-on ML experience, strong data processing skills, and collaboration across teams using Jira, Confluence,

Qualifications

• Active TS/SCI security clearance with a current Polygraph.
• Bachelor’s degree in Computer Science or a related discipline plus at least 14 years of software engineering experience on programs of similar scope and complexity, OR 18 years of relevant software engineering experience without a degree.
• Advanced development experience using Python, Java, and/or Scala in Linux operating environments.
• Hands-on experience with Scikit-learn, Random Forest modeling, feature engineering, Jupyter Notebooks, Lucene, JEXL, SQL, JSON, and MapReduce distributed frameworks.
• Proficiency with IDEs (IntelliJ, Eclipse), version control (Git, GitLab, Bitbucket), and collaboration tools (Jira, Confluence).
• Familiarity with customer compliance authorities, enterprise corporate systems, and governance standards.

Responsibilities

• Design, prototype, and maintain compliance automation tools and business processing analytics.
• Implement, test, and validate machine learning and AI algorithms (e.g., Random Forest, GMLearn) within an R&D test environment.
• Conduct Exploratory Data Analysis (EDA) and execute advanced feature engineering on complex datasets.
• Build, deploy, and monitor machine learning models, data flows, and performance telemetry.
• Integrate distributed MapReduce processing workflows (Ghostmachine) with backend data pipelines.
• Develop full-stack and analytical software using Python, Java, Scala, Lucene, JEXL, SQL, and JSON within a Linux environment.
• Collaborate using Jira, Confluence, Git/GitLab, and Bitbucket, maintaining comprehensive technical documentation and participating in peer reviews.

Education

Bachelor’s degree in Computer Science or related discipline with 14+ years of software engineering experience (or 18 years without a degree)

Tools

Python

Java

Scala

Lucene

JEXL

SQL

JSON

MapReduce

Git

GitLab

Bitbucket

Jira

Confluence

Linux

IntelliJ

Eclipse

Jupyter Notebooks

Job description

J&T Business Consulting seeks a Machine Learning Engineer (TS/SCI with Full Scope Polygraph) in Laurel, MD, to design and implement compliance analytics, ML pipelines, and data-driven tools within an R&D environment. You will build predictive models, monitor deployed pipelines, and integrate with enterprise platforms using Python, Java, Scala, and related technologies.

The role requires hands-on ML experience, strong data processing skills, and collaboration across teams using Jira, Confluence,