1 час назад
Data Scientist (Machine Learning)
135 000 - 170 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist (Machine Learning): Developing statistical and machine learning models for the FALCON effort, using live and historical time-series and geospatial data to detect kinematic behaviors with an accent on feature engineering, forecasting, anomaly detection, and algorithm evaluation. Focus on building simulations, integrating multi-source data, optimizing classifiers, and delivering reliable analytics for mission-focused software capabilities.
Location: Remote within the continental United States. U.S. citizenship and an active Top Secret and/or CBP/DHS suitability security clearance are required.
Salary: $135,000–$170,000 per year, depending on experience, qualifications, geographic work location, and market conditions.
Company
A multidisciplinary software development and data-focused organization building mission-oriented spatial intelligence and operational awareness capabilities.
What you will do
- Lead the design, development, enhancement, and sustainment of statistical and machine learning analytics for the FALCON effort.
- Develop models for detecting kinematic behaviors from live, historical, time-series, and geospatial data.
- Integrate data from multiple sources, create training and test datasets, and perform cleansing, validation, and ETL workflows.
- Apply feature engineering, classifier optimization, event forecasting, anomaly detection, and algorithm performance evaluation.
- Build simulations and analytical reports to guide software development and communicate results to internal, external, and mission stakeholders.
- Collaborate with software engineers, data scientists, analysts, and customers to deliver reliable applications, APIs, data pipelines, and analytical capabilities.
Requirements
- Must be a U.S. citizen and hold a current Top Secret security clearance and/or CBP/DHS suitability.
- At least 3 years of professional experience applying machine learning to time-series and/or geospatial data, including event forecasting.
- Strong Python skills with pandas, NumPy, scikit-learn, Matplotlib, and SciPy.
- Strong statistical knowledge covering statistical testing, regression, probability, scoring, and algorithm performance measurement.
- At least 3 years of experience with databases or data file systems such as PostgreSQL or HDFS and version control systems such as Git.
- Bachelor’s degree in data science, data analytics, computer science, physics, mathematics, or a related discipline, plus 5+ years of industry experience in data science.
Nice to have
- Master’s degree.
- Experience with deep learning technologies such as PyTorch, Keras, or TensorFlow.
- Experience with radar data and data correlation.
Culture & Benefits
- Remote-first environment with rapid prototyping, iterative development, and frequent customer feedback.
- Collaborative culture centered on clear communication, ownership, technical curiosity, flexibility, and continuous feedback.
- Competitive total rewards package with a 401(k) and company match.
- Mental health resources, student loan repayment assistance, adoption reimbursement, and pet insurance.
Hiring process
- Applications are reviewed during a three-day posting window and remain open until a qualified candidate is identified.
- Security clearance status is verified as a condition of employment.
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