1 час назад
Sr. Data/ML Engineer (Machine Learning)
170 000 - 190 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Sr. Data/ML Engineer (Python/Machine Learning): Building high-performance data-processing workflows and predictive machine learning capabilities for the Army Vantage environment with an accent on Python, Polars, NumPy, Scikit-Learn, LightGBM, and XGBoost. Focus on feature engineering, model optimization and calibration, monitoring model and data drift, and integrating production-ready analytical capabilities into end-to-end mission solutions.
Location: McLean, VA, USA
Salary: $170,000–$190,000 per year
Company
delivers digital services, advanced analytics, artificial intelligence and machine learning, cybersecurity, and other technology solutions to U.S. government agencies.
What you will do
- Develop high-performance data-processing and analytical workflows in Python.
- Prepare, transform, analyze, and validate data using Polars, NumPy, and related Python technologies.
- Perform feature engineering and develop, train, evaluate, and refine predictive machine learning models.
- Build predictive ML capabilities with Scikit-Learn, LightGBM, XGBoost, and related technologies.
- Monitor model performance and identify model or data drift while supporting optimization and calibration.
- Integrate production-ready analytical capabilities and predictive models into the Army Vantage environment and collaborate on end-to-end mission solutions.
Requirements
- 10+ years of data engineering experience, including designing dimensional models for analytical and reporting environments.
- Senior-level data engineering experience with strong Python proficiency.
- Hands-on experience with Polars and NumPy.
- Experience developing predictive machine learning solutions with Scikit-Learn, LightGBM, and XGBoost.
- BS degree in computer science, information technology, engineering, data analytics, or a related technical discipline, or equivalent experience.
- Active Secret security clearance required.
Nice to have
- Experience with Palantir Foundry or Army Vantage.
- Experience operationalizing predictive models in enterprise environments.
- Experience with large or complex government data environments.
- Previous Army, DoD, or federal mission-system experience.
Culture & Benefits
- Medical, dental, vision, life, short-term disability, and long-term disability insurance.
- 11 federal holidays and paid time off.
- 401(k) with company matching.
- Flexible Spending Accounts for commuter, medical, and dependent care expenses.
- Tuition assistance and charitable contribution matching.
- Eligibility for performance-based incentives.
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