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Staff Engineer Data Scientist

Infineon Technologies · Singapour

New
Senior 🇬🇧 English
Python SQL Scikit-learn TensorFlow Keras PyTorch XGBoost NLP AWS GCP Azure CI/CD

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 1 hour ago

Expires 1 month from now

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Infineon Technologies

Singapour