Staff Engineer Data Scientist
Core
Develop and maintain large-scale data pipelines, perform exploratory and predictive analysis, and build deep learning algorithms to grow data analytics and AI capabilities.
Role type
Staff Engineer Data Scientist
Builds
Large-scale data pipelines, deep learning models, predictive analysis systems
Domain
Semiconductor solutions, power systems, IoT, energy, mobility
Deliverable
production ML models
Required skills
Python, SQL, deep learning algorithms, model hyper-parameter tuning, embeddings, feature engineering, natural language processing (NLP), statistical modeling, network analysis, data mining, recommender systems (collaborative/content filtering)
Preferred skills
Cloud computing (AWS/GCP/Azure), Deep Learning frameworks (RNN, LSTM, XGBoost), Continuous deployment (CI/CD)
Technologies
Scikit-learn, TensorFlow, Keras, PyTorch
Responsibilities
Develop and maintain data pipelines for large-scale data indexing; Engage in exploratory analysis and predictive models to identify trends and anomalies; Build and maintain deep learning algorithms; Explain complex algorithms to stakeholders; Document analytical findings
Seniority
Staff, hands-on IC with mentorship
