onsite
Data Scientist I - General Atomics and Affiliated Companies
Data Scientist
Entry‑level Data Scientist role focused on building real‑time situational awareness models, processing petabyte‑scale streaming data, and applying machine‑learning techniques using Python, SQL, and cloud platforms.
About the role
Key Responsibilities
- Design, develop, and deploy machine‑learning models that ingest and analyze high‑velocity streaming data for situational awareness.
- Implement data pipelines using big‑data frameworks and cloud services to handle petabyte‑scale datasets.
- Perform statistical analysis and feature engineering to improve model accuracy and robustness.
- Collaborate with software engineers and domain experts to integrate analytics into operational systems.
- Document methodologies, create reproducible workflows, and present findings to technical and non‑technical stakeholders.
Requirements
- Bachelor's degree in Computer Science, Data Science, Statistics, or a related field.
- Proficiency in Python and experience with machine‑learning libraries such as scikit‑learn, TensorFlow, or PyTorch.
- Strong understanding of statistical modeling, data mining, and feature extraction techniques.
- Hands‑on experience with big‑data processing tools (e.g., Spark, Hadoop) and cloud platforms (AWS, Azure, or GCP).
- Ability to write efficient SQL queries and work with relational databases.
Skills
pythonmachine learningsql