Staff Engineer Data Scientist
Infineon Technologies · Singapour
Job description
About the role
Infineon is looking for a Staff Engineer Data Scientist to grow its data analytics and AI capabilities. The person will develop and maintain large-scale data pipelines, run exploratory and predictive analysis, build deep learning algorithms and keep model quality high, while explaining complex technical concepts to stakeholders and documenting findings.
Key responsibilities
- Grow the organization's data analytics and AI capability.
- Develop and maintain a data pipeline for large-scale data indexing.
- Run exploratory analysis and predictive models to identify data trends and anomalies.
- Explore new hypotheses, build deep learning algorithms and maintain model quality over time.
- Take ownership of the algorithmic structure and explain complex deep learning algorithms in simple terms to business stakeholders or in tech talks.
- Set and achieve project objectives and milestones.
- Document analytical findings for technical teams, executives or publications.
Required profile
- Ph.D. or Master's degree in a natural science, computer science, data science, statistics, mathematics or an equivalent field.
- At least 3-5 years of relevant experience in similar fields.
- Team player, both among data scientists and with business stakeholders.
Required skills
- Proficiency in Python and SQL.
- Text manipulation, including processing and parsing.
- Understanding of recommender systems such as collaborative and content filtering.
- Machine learning libraries such as Scikit-learn, TensorFlow, Keras or PyTorch.
- Hyper-parameter tuning, embeddings and feature engineering.
- Natural language processing, statistical modeling, network analysis and data mining.
- Neat documentation and minimal, clean code.
- Preferred: cloud computing (AWS/GCP/Azure), deep learning (RNN, LSTM, XGBoost) and continuous deployment (CI/CD).
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Published 27 minutes ago
Expires 1 month from now
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Infineon Technologies
Singapour
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