Senior Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Data Scientist (AI): Developing predictive maintenance and logistics forecasting models for aircraft sustainment with an accent on machine learning, statistical analysis, and data-driven decision-making. Focus on building scalable ML pipelines, optimizing model performance, and collaborating with multi-functional teams in an Agile environment.
Location: Must be a US citizen with an active Secret security clearance.
Company
oration provides specialized data science and technical solutions to support national security and government initiatives.
What you will do
- Lead the development and deployment of machine learning models and statistical experiments.
- Own the analytical framework to ensure robustness, reproducibility, and scalability.
- Oversee data collection, processing, and the implementation of ETL pipelines.
- Perform exploratory data analysis to identify trends and insights for product development.
- Collaborate with multi-functional teams to integrate models into applications and APIs.
- Monitor deployed models for performance drift and degradation.
Requirements
- Must be a US citizen with an active Secret US government clearance.
- Bachelor’s degree in a STEM field or equivalent professional experience.
- 4+ years of experience in applied NLP, data labeling, and entity extraction.
- Proficiency with Databricks, PySpark, SQL, and ML Ops practices.
- Strong communication skills for presenting technical findings to diverse audiences.
- Ability to travel as needed to meet with government customers and stakeholders.
Nice to have
- Master’s degree in a STEM field, ideally Data Science.
- Advanced understanding of AI/ML applications in predictive maintenance or logistics.
- Experience with sensor-based failure predictions and modeling.
- Experience with Monte-Carlo simulation and confidence level calculations.
Culture & Benefits
- Work in a dynamic, quickly changing environment supporting national security initiatives.
- Collaborate within multi-functional Agile teams.
- Opportunity to work on high-impact predictive maintenance solutions for the USAF.
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