Data Engineer 資料工程師

Updated 14 days ago

Job Description

1. 規劃並建立自動化的 Data and Machine Learning pipelines, 包含抓取資料、設計收集label資料、資料前處理儲存、模型設計、線上部署產品化...等等

2. 藉由分析數據中得到的特徵, 建立不同的機器學習模型及服務

3. 其他機器學習及資料科學的相關工作

Requirements

1. 熟悉關聯式資料庫的運用。例如 MySQL、PostgreSQL 等任一種

2. 有 Data Engineering相關經驗並熟悉 ETL 流程,包含資料收集、資料清理、資料建模

3. 具有分散式運算的相關知識。例如 Spark、Hadoop、Hive 等一種或多種相關技術

4. 有使用 AWS 或 GCP Cloud service的經驗。例如 Athena、S3、Glue、DMS、BigQuery 等

5. 有使用過 Machine Learning 模型,並瞭解其背後數學基礎


加分條件:

1. 有建立 Data Pipeline 的相關經驗,如利用 Airflow、MetaFlow 等工具

2. 有建立 data serving 的相關經驗,像是建立高性能 message queue、API service 等

3. 具有 NoSQL 的實務經驗。例如 HBase、Cassandra、Redis、MongoDB 等一種或多種相關技術

4. 自建或使用過協力廠商 Tracking tool。例如 Fluentd、Firebase、Google Analytics、Amplitude、Mixpanel 等

5. 熟悉 ElasticSearch 或 Solr 等搜尋引擎

6. 具有架構 streaming 資料處理系統的實務經驗。例如 Spark-streaming、Kafka、Flink 等

7. 熟悉任一種視覺化工具。例如 Superset、Redash、Data Studio、Tableau 等

2
2 years of experience required
1 ~ 1 TWD / month
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Glory Information Ltd.
Mobile Apps
201 - 500 people

About us

本公司深感移動裝置已成為全球商務往來的主流,加上跨域電商時代的崛起,於是全力向移動裝置與電商平臺的應用開發衝刺,並向全世界開放徵才。

2018年至今,除了台北外,依據承接業務特性及事業部不同,光碩資訊已遍佈在上海、深圳、日本、新加坡、泰國、美國、加拿大成立各個子公司。

Glory Information Ltd. was founded in 2018 and professionalized in mobile devices/ applications. Glory Information Ltd. believes that mobile devices and e-commerce have become the mainstream of global business transactions. Therefore, with the mobile devices era Glory Information Ltd. created applications and e-commerce platform for the world business today.

The founder of the Glory Information Ltd. promotes internationalization and diversified development strategy actively, which contributes to the local economic development. The Glory Information Ltd.'s footprints are spread across China (Shanghai & Shenzhen), Taiwan, Japan, Singapore, Thailand, America and Canada. As the business expands, we will move further afield.


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