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  • 機器學習工程師 AI/ML Engineer(Data Science & AI Team) 面試心得
  • 企業名 鴻海精密工業股份有限公司(鴻海)
  • 工作地點 新北市土城區
  • 薪資 面議（經常性薪資達4萬元或以上）40000~40000元
  • 工作內容 工作內容： ＜About the job＞： We‘re seeking AI/ML enthusiasts with experience and skills in working and are passionate about extending AI/ML expertise. The Data Science & AI team of headquarter IT is developing the frontier and practical analytic technologies that enhance the data value. As the AI/ML engineer, you‘ll join the AI/Big Data Analytics program/projects of headquarter IT and assist in building the model/algorithm to empower data-driven & analytics-driven for driving business value from data insights in this world-class company (Fortune Global 500, 22nd). ＜Job Type Option：＞ *Type1: AI/ML Engineer (Engineering-Oriented) (1) Use Machine Learning/Deeping Learning/Analytical techniques to build models for internal different scenarios and requirements. (2) Building the model lifecycle from data exploration to feature engineering to model evaluation and validity analysis capabilities. (3) Execute efficient, scalable, automated processes for model development, model validation, and model implementation (4) Deploy the model to production and maintain/optimize the models by MLOps. (5) Experience in Azure Data Lake, Azure Databricks, and Azure Data Factory is preferred. (6) Experience in AWS SageMaker is preferred. *Type2: NLP AI Engineer (1) Focused on NLP Algorithm/Machine Learning & Deeping Learning for Text. (2) Develop the Algorithm of NLP(Natural Language Processing)/ Computational Linguistics/Text Mining/Topic Modeling (3) Join the project to build the end-to-end NLP systems, from understanding the requirements to selecting training datasets to model, evaluate, and deliver/deploy NLP models. (4) Fine-tune LLMs and optimize and resolve issues related to LLM usage in production scenarios, enhancing reliability, accuracy, and performance. *Type3: AI/ML Engineer (Analytics-Oriented) (1)Use Machine Learning/Deeping Learning/Analytical techniques to build models for internal different scenarios and requirements. (2)Build the model lifecycle, e.g., from data exploration to feature engineering to model evaluation and validity analysis capabilities. (3)Execute efficient, scalable, automated processes for model development, model validation, and model implementation. (4)Apply quantitative methods including but not limited to above tasks to solve business problems. (5)Being passionate and patient about working with complex data ＜Skills＞ ．Type1 & 3 : AI/ML Engineer(Engineering-Oriented & Analytics-Oriented) (1)Familiarity with any one of Machine Learning, Statistical Modeling, Deep Learning (Nature Language/Image/Time Series) model/algorithm building of the practical application in the industry. (2) Being familiar with Python Libraries, e.g., Numpy, Pandas, Scikit-Learn, SciPy, Matplotlib, etc. (3)(For Engineering-Oriented) Knowledge of Big Data with Machine Learning/Statistical modeling related technologies such as Spark MLlib or PySpark or SparkR/SparklyR. (4)(For Analytics-Oriented) Knowledge of Deep Learning Framework such as TensorFlow/Caffe/Pytorch/Keras. ．Type 2: NLP AI Engineer (1) Experience with text mining algorithms such as word segmentation, POS tagging, named entity recognition...etc. (2) Experience in algorithms and libraries of NLP(Natural Language Processing), especially in machine learning techniques applied to NLP, such as Text mining, Text classification, Information Extraction, Keyword Tagging, and content discovery. (3) Familiar with one general-purpose programming language (e.g., Python, Java, C/C++) (4) Experience manipulating and integrating unstructured, semi-structured, and structured data. (5) Excellent knowledge and demonstrable experience using open-source NLP packages such as NLTK, Word2Vec, Standford CoreNLP, SpaCy, and Gensim. (6) Knowledge of Open source LLMs, such as BERT, BLoom, LLaMA..., etc., and NLP frameworks, like Hugging Face Transformers, PyTorch /JAX
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    • 鴻海精密工業股份有限公司(鴻海)-使用1111轉職專區 https://central1111.com.tw/turn/
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  • 資料科學家(高雄/桃園) 面試心得
  • 企業名 鴻海精密工業股份有限公司(鴻海)
  • 工作地點 高雄市前鎮區
  • 薪資 面議（經常性薪資達4萬元或以上）40000~40000元
  • 工作內容 Job Summary: The Statistician/Data Scientist will be responsible for all advanced statistical methods utilized for improving product quality, production yield, and factory effectiveness as well as finding the root-causes, along with other consulting services such as customer targeting and lead scoring in support of sales and marketing activities worldwide. Key Responsibilities: • Design, implement, and refine advanced statistical/Machine Learning models to support product quality improvement, increasing yield and factory effectiveness. • Cultivate strong relationships with production line engineers, IT, and other key stakeholders to ensure alignment of modeling initiatives with company objectives and to identify new hypotheses for model improvements. • Scale out modeling capacity by driving infrastructure improvements such as automation of data preparations, model training, implementation, and optimization. • Support integration of models into tools for use by product engineers and business analysts. • Engage with customers to develop and customized data analytics solutions to address special needs. • Address ad hoc queries from management and present actionable recommendations in a clear, concise, and convincing manner. • Communicate the application and benefits of using various predictive modeling techniques to improve decision-making to customers and stakeholders. • Collaborate effectively with team members, whether leading projects or supporting initiatives led by others. • Provide direction, training, and guidance to less experienced team members.
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    • 鴻海精密工業股份有限公司(鴻海)-使用1111轉職專區 https://central1111.com.tw/turn/
應徵
工作適配度－%

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根據履歷表的填寫狀況，智慧分析您與工作的適配程度。

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應徵
工作適配度－%

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根據履歷表的填寫狀況，智慧分析您與工作的適配程度。

12/30

應徵
工作適配度－%

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根據履歷表的填寫狀況，智慧分析您與工作的適配程度。

12/30

應徵
工作適配度－%

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根據履歷表的填寫狀況，智慧分析您與工作的適配程度。

12/30

應徵
工作適配度－%

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根據履歷表的填寫狀況，智慧分析您與工作的適配程度。

12/30

應徵
工作適配度－%

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根據履歷表的填寫狀況，智慧分析您與工作的適配程度。

12/30

應徵
工作適配度－%

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根據履歷表的填寫狀況，智慧分析您與工作的適配程度。

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  • 通訊硬體(資深)工程師(新竹/土城) 面試心得
  • 企業名 鴻海精密工業股份有限公司(鴻海)
  • 工作地點 新北市土城區
  • 薪資 面議（經常性薪資達4萬元或以上）40000~40000元
  • 工作內容 1. Discuss with customer, come out proposal, review and negotiate design spec. if any change 2. Survey & review proper compoents for system design. 3. Schematic design, come out constrain guideline for layout and layout design/review 4. Measure signal integrity and address them if any issues. 5. Collaborate with functional teams for product qualification and troubleshooting. 6. Cooridinate with MFG team for material pipeline, manufacturing proto unit and manufacturing test.
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    • 鴻海精密工業股份有限公司(鴻海)-使用1111轉職專區 https://central1111.com.tw/turn/
應徵
工作適配度－%

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根據履歷表的填寫狀況，智慧分析您與工作的適配程度。

12/30

  • RF通訊研發工程師 (新竹) 面試心得
  • 企業名 鴻海精密工業股份有限公司(鴻海)
  • 工作地點 新竹市新竹市
  • 薪資 面議（經常性薪資達4萬元或以上）40000~40000元
  • 工作內容 1. 有LTE 產品開發經驗3年以上，熟悉 電路板設計、LTE Calibration/Verification、3GPP Test、RF 設計\Matching 等技能。 2. 有WiFi 產品開發經驗3年以上，熟悉 電路板設計、802.11a/b/g/n/ac、WiFi Calibration/Verification、WiFi 系統整合測試、RF 設計\matching 等技能，有天線設計經驗者尤佳。
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    • 鴻海精密工業股份有限公司(鴻海)-使用1111轉職專區 https://central1111.com.tw/turn/
應徵
工作適配度－%

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根據履歷表的填寫狀況，智慧分析您與工作的適配程度。

12/30

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