Senior Data Scientist
Core
Develop prediction and anomaly detection models for automotive cybersecurity, API security, and vehicle quality using large-scale streaming tabular datasets.
Role type
Senior IC data scientist (prediction & anomaly detection)
Builds
Automotive purpose-built data management platform features for cybersecurity and quality
Domain
Automotive cybersecurity and smart mobility
Deliverable
production ML models
Required skills
Python (Pandas, Polars, NumPy, SciPy, Scikit-learn), SQL, deep learning (TensorFlow, Keras, Pytorch), data mining, feature engineering, model tuning, streaming data processing, time series analysis
Preferred skills
MSc in Math/EE/CS/Statistics, published academic papers, research expertise in tech industry
Technologies
TensorFlow, Keras, Pytorch, Pandas, Polars, NumPy, SciPy, Scikit-learn
Responsibilities
Conduct research on automotive live streaming tabular datasets; design and deploy models for prediction and anomaly detection; collaborate with domain experts to implement algorithm flows; partner with data engineering teams for productization; lead end-to-end development and deployment of AI/DS/ML products in production environments
Seniority
Senior, hands-on IC
