台北市松山區
電腦軟體相關
數據科學家
面議（經常性薪資4萬含以上）
Qualifications and Skills
•BS in Computer Science, Electrical Engineering or similar field
•5+ years of experience with one modern language such as Java, C++, Python including object-oriented design.
•5+ years of experience with machine learning tools and deep learning algorithms and techniques, including but not limited to:
oPyTorch, TensorFlow, Keras
oCNN, LSTM, RNN
oScikit-learn, pandas, numpy
oOptimization techniques and fine-tuning models
•3+ years of experience contributing to the architecture and design (architecture, design patterns, reliability and scaling) of new and current systems.
•Experience with MLOps and other production level implementation frameworks and pipelines
•Able to work independently on problems and in highly collaborative team environments.
•Experience with MLOps and other production level implementation frameworks and pipelines
•Able to work independently on problems and in highly collaborative team environments.
•Consulting, technical sales or solution architecture experience
•Strong oral and verbal communication skills
Preferred Requirements
•Ph.D. or Master’s degree in a scientific or engineering domain
•Experience of ML in Smart Manufacturing, Renewable Energy, Edge AI, Energy Storage, Grid Management, Semiconductor Manufacturing, or similar industries.
•Research experience with high impact publications
•Fluency with machine learning algorithms, such as CNN, RNN, reinforcement learning, support vector machines, and graph-based models
•Experience with messaging systems, Docker, Kubernetes, Spark, EMR, and cloud platforms (AWS or Azure)
•Team management and mentoring junior members
•Experience with version control systems (e.g. Git flow)
•Strong oral and verbal communication skills
•Experience working with international cross-functional teams and/or customer facing work