• Assist in designing, developing, and testing AI models for intelligent network monitoring and anomaly detection based on structured network data. • Implement rule-based logic and integrate it with machine learning pipelines (e.g., XGBoost, LSTM). • Perform data cleaning, feature extraction, and labeling for supervised learning tasks. • Contributes to the development of inference pipelines integrated with real-time SNMP data streams. • Write clean, modular Python code for prototyping and deployment. • Collaborate with the embedded firmware and software teams to align AI solutions with switch behavior and event logs. • Visualize detection results and performance metrics (ROC, confusion matrix, etc.) for internal dashboards. • Participate in internal AI validation and testing using simulated network environments and real switch data.
待遇面議
(經常性薪資達 4 萬元或以上)
Essential Qualifications: • Bachelor’s or Master’s degrees in Artificial Intelligence, Computer Science, Electrical Engineering, or related field. • Strong foundation in Python and applied machine learning. • Familiarity with ML libraries: scikit-learn, XGBoost, pandas, NumPy. • Basic understanding of networking protocols (SNMP, MAC, ARP, broadcast/multicast, etc.). • Hands-on experience in rule-based logic development and time-series processing. Preferred Skills: • Experience with anomaly detection models, classification tasks, and alert generation. • Experience in using Jupyter, Git, and Linux environment. • Knowledge of real-time network monitoring systems or switch OS behavior. • Exposure to threading, multiprocessing, or real-time data processing. • Familiarity with embedded systems or industrial switch architecture is a plus. Soft Skills: • Strong analytical and problem-solving skills. • Self-motivated and able to work independently or in small teams. • Attention to detail and commitment to high-quality code and documentation. • Good written and verbal communication skills in English.
【薪酬獎金】 • 以優於勞基法及一般同業之薪資福利,吸引優秀之專業人才,共創未來。 • 年終獎金 • 員工配股計劃 • 員工分紅計劃 • 三節禮品(禮券)及生日禮券、婚喪喜慶補助 • 員工團保 【貼心管理】 • 美味休息時間:提供午餐訂購服務,輕鬆享受午休美好時光 • 舒適的辦公環境,設有員工休憩空間、員工用餐空間、不定期下午茶 • 現磨美式咖啡想喝就喝,提神醒腦省錢健康 【學習發展】 • 提供多元的員工教育訓練 【關懷照顧】 • 每年辦理尾牙抽獎活動,犒賞同仁之辛勞 • 職工福利委員會提供不定期的活動優惠 • 法定保障的勞工保險、全民健保、勞退金提撥,另提供團體保險 • 員工健檢,重視員工健康 • 不定期舉辦員工聚餐,鼓勵主管關懷員工增進部門交流 • 員工旅遊,除了工作也要讓身心靈好好休息玩樂