Enterprise - Data Science Software Engineer - Python, ML, AI

Erias Ventures•Laurel, MD

1d•Onsite

About The Position

Erias Ventures is seeking engineers who wish to grow their careers and want to become part of a technically strong and growth-oriented company focused on bringing innovative solutions to the difficult mission problems facing our customers. We are seeking a Software Engineer who shall develop, enhance, and prototype compliance and business processing analytics and tools. Develop new methods for automating compliance functions and improve existing methods. Contractor will investigate, integrate, and test compliance modernization Machine Learning/AI algorithms and research proof-of-concepts in the RD environment. Contractor will develop models and implement appropriate metrics and monitoring of developed tools, functions, and data flows.

Requirements

A current Top-Secret/SCI with polygraph security clearance (within 7 years) is required. Candidates cannot be sponsored or nominated for a government security clearance under this position.
Twenty (20) years experience as a SWE in programs and contracts of similar scope, type, and complexity is required.
Bachelor’s degree in Computer Science or related discipline from an accredited college or university is required.
Four (4) years of additional SWE experience on projects with similar software processes may be substituted for a bachelor’s degree.
Experience with Java, Scala, and Python
Experience with Lucene, JEXL, SQL, JSON
Random Forest and ability to do feature development for Random Forest
Experience with Machine Learning Model building and monitoring
Experience developing in a Linux operating environment
Experience with Ghostmachine (Map/Reduce)
Experience with GM Learn
Experience with Jupyter Notebooks
Experience with IntelliJ and/or Eclipse
Experience with Git/Gitlab and/or Stash/Bitbucket
Experience with Jira
Experience with Confluence
Experience with Scikit-learn
Agency Compliance standards, policies, and authorities
Experience with Agency corporate systems

Nice To Haves

Data Science skills/background
Experience with AWS
Experience implementing ML systems
Experience with Spark
Exploratory Data Analysis (EDA)
Agentic AI
Large Language Models (LLM)
Machine Learning Feature Development
Other Machine Learning models and techniques

Responsibilities

Develop, enhance, and prototype compliance and business processing analytics and tools.
Develop new methods for automating compliance functions and improve existing methods.
Investigate, integrate, and test compliance modernization Machine Learning/AI algorithms and research proof-of-concepts in the RD environment.
Develop models and implement appropriate metrics and monitoring of developed tools, functions, and data flows.
Documentation and reviewing documentation.

Benefits

Above Market Hourly Pay
11% Roth or Traditional 401k with Immediate Vesting and Deposit
Spot Bonuses for Assisting with Business Development and Company Growth
Professional Development Bonuses for Certificates and Degrees
Company subsidized Medical Coverage
100% Company Paid Vision and Dental Coverage
100% Company Paid Long Term Disability , Short Term Disability , and Group Life Insurance
Monthly Wellness Reimbursement
Paid Time Off with Flexible Work Schedules and Birthday Off
Amazon Prime Membership and Monthly Internet Reimbursement
Technology and Productivity Allowance for Equipment and Supplies
Morale Building and Company Events to Celebrate our Successes and Build our Community
Onboarding and Annual Swag
Company Paid Professional Development and Training
Referral bonus of up to $10,000 for each successful hire