Data Scientist (AI/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Data Scientist (Python/ML): Designing, developing, testing, and maintaining advanced analytics and predictive models from complex high-dimensional datasets with an accent on statistical techniques, machine learning algorithms, and AI/ML applications for technical data like CAD models. Focus on exploratory data analysis, hypothesis testing, anomaly detection, data visualizations, and dashboards to provide actionable insights.
Hybrid preferred in St. Paul, MN; fully remote candidates within United States may be considered with increased travel expectations (up to 5%, 1–2 times per month). Must be US Citizen able to obtain and maintain national security clearance.
105,849 - 126,771 USD per year
Company
Mission-driven technology company focused on national security, developing advanced sensors, autonomous systems, mission command software, AI-enabled training, simulation, and logistics tools for DoD, allies, and critical industries.
What you will do
- Lead design, development, and implementation of statistical techniques and AI/ML algorithms.
- Write clean, efficient code and apply best practices in data modeling and analysis.
- Research AI/ML applications, align efforts with development and government teams.
- Analyze system performance and time series data, generate visualizations and reports.
- Collaborate with data scientists and software engineers to implement algorithms and deliver insights.
- Prepare technical documentation and communicate findings effectively.
Requirements
- Bachelor's in Computer Science, Statistics, Mathematics, Engineering or related; advanced degree or equivalent experience considered.
- At least 2 years in data science (advanced degree may substitute).
- Experience with system performance and time series data analysis.
- Proficiency in Python (Pandas, NumPy, Scikit-learn), SQL, statistical analysis, forecasting, anomaly detection.
- Knowledge of data visualization tools (Tableau, Power BI, Grafana).
- Understanding of machine learning fundamentals, strong problem-solving and communication skills.
- US Citizen with active or eligible for US national security clearance.
Nice to have
- Experience with CAD models, ML algorithms (classification, regression, etc.), stream processing.
- Familiarity with cloud platforms (AWS, Azure, GCP), ML frameworks (TensorFlow, PyTorch), Git, Docker, Kubernetes, Kafka.
- Understanding of aerospace and defense industry.
Culture & Benefits
- Hybrid work preferred for collaboration; telework on designated days with approval.
- Paid Time Off, Company Holidays.
- Medical, Dental, Vision Insurance; HSA/FSA options.
- Life Insurance, Short/Long-Term Disability, 401k Matching.
- Employee Assistance Program.
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