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Machine Learning - Software Engineer - Python, Mongo, Jupyter Annapolis Junction, MD[...]Erias Ventures • Highland Beach, Florida, United States
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Machine Learning - Software Engineer - Python, Mongo, Jupyter Annapolis Junction, MD[...]

Erias Ventures
  • US
    Highland Beach, Florida, United States
  • US
    Highland Beach, Florida, United States
Postuler Maintenant

À propos

Machine Learning - Software Engineer - Python, Mongo, Jupyter Annapolis Junction, MD
Erias Ventures was founded to serve its customers with an entrepreneurial mindset. We value creative problem-solving, open communication, and empowering our employees to make decisions and put forth new ideas. Our staff includes technical experts working across multiple disciplines, bringing diverse perspectives to every project. We are 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.
Description We're seeking a Software Engineer to bridge the critical gap between cutting‑edge ML research and production‑ready solutions. You'll transform research prototypes into robust, deployable systems that end users can confidently put into production. This role uniquely combines software engineering, DevOps practices, and ML solution delivery.
AI Model Benchmarks: Design, implement, and maintain benchmark suites that measure model performance against defined evaluation criteria, including dataset curation, scoring, and results reporting.
Agentic AI Benchmarks: Develop benchmarks and test scenarios that evaluate agentic workflows and multi‑step task performance, including tool‑use, task completion, and reliability metrics.
Evaluation Dataset Development: Curate, validate, and version evaluation datasets and test scenarios, including any adversarial or edge‑case sets needed to stress agent behavior.
Metrics, Analysis, and Reporting: Produce scoring frameworks, visualizations, and written analyses that translate raw evaluation results into actionable findings for stakeholders.
Clearance A current Top‑Secret/SCI with polygraph security clearance is required. Candidates cannot be sponsored or nominated for a government security clearance under this position.
Experience Seven (7) 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 additional (4) years of SWE experience on projects with similar software processes may be substituted for a bachelor’s degree.
Required skills
InspectAI
Python
MongoDB
Jupyter notebooks
Data visualization tools
Statistical analysis
Data cleaning and validation
Cloud or containerized environments
Git‑based version control
Collaboration tools such as Jira or Confluence
Experience operating in air‑gapped or constrained environments
Benefits Erias Ventures provides a complete package of wealth, health, and happiness benefits. The expected salary range for this position, depending on education and years of experience is $210,000 - $230,000.
Wealth 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
Health Benefits:
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
Happiness Benefits:
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
At Erias Ventures, we are dedicated to fostering a diverse and inclusive workplace. As an equal opportunity employer, we ensure that all qualified applicants are considered for employment based on merit, without discrimination. We welcome individuals regardless of race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.
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  • Highland Beach, Florida, United States

Compétences linguistiques

  • English
Avis aux utilisateurs

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