TVBS 2026校園徵才活動開跑囉！|TVBS

工作內容

關於我們：

在海量數據中挖掘商業價值 TVBS 擁有數百萬的活躍用戶與龐大的內容生態系（新聞、影音、電商等）。資料分析團隊是驅動產品與營運策略的核心大腦。我們不只是產出報表，更致力於將複雜的使用者行為數據轉化為具體的商業洞察，持續優化 TVBS 的內容與服務體驗。

我們正在尋找具備商業敏銳度與基礎程式邏輯的資料分析實習生 (Data Analytics Intern)。在資深分析師與工程師的指導（Mentorship）下，你將深入企業級的資料倉儲，參與真實的產品優化專案。你將學習如何定義指標、建立自動化視覺報表，並培養嚴謹的「資料治理」與「系統化監控」思維，成為產品與營運團隊最信任的數據夥伴。

主要工作內容:

1.數據分析與洞察萃取：協助分析 Web/App 使用者行為、內容表現與行銷成效，從數據中找出具體可行的優化建議，並運用 BI 工具建立與維護視覺化報表（Dashboards）支援商業決策。

2.資料品質與治理：協助優化資料字典與事件追蹤的命名規範（Naming Conventions），確保團隊有一致的數據語言；並學習以「系統優先」的思維，協助設計異常檢測機制（如流量異常自動化警示）。

3.資料處理與自動化：學習撰寫分析腳本與自動化查詢，協助處理日常的數據萃取需求，並確保產出結果的準確性。

4.跨團隊協作與溝通：跟隨資深分析師參與需求訪談，學習與 PM、行銷及工程團隊溝通，將模糊的商業問題轉化為明確的數據驗證指標。

About Us:

Uncovering Business Value in Massive Datasets TVBS boasts an active user base of millions and a vast content ecosystem spanning news, video, and e-commerce. The Data Analytics team is the core brain driving our product and operational strategies. We don't just generate reports; we are dedicated to transforming complex user behavior data into actionable business insights.

We are looking for a Data Analytics Intern with strong logical thinking and fundamental programming skills. Under the mentorship of senior analysts and engineers, you will dive into an enterprise-grade data warehouse and participate in real-world product optimization projects. You will learn how to define metrics, build automated visual dashboards, and cultivate a rigorous mindset for data governance and systematic monitoring.

Key Responsibilities

1.Data Analysis & Insights: Assist in analyzing Web/App user behavior and content performance to discover actionable recommendations. Build and maintain visual dashboards using BI tools to support business decisions.

2.Data Quality & Governance: Assist in optimizing data dictionaries and event tracking naming conventions to ensure a common data language. Learn a "system-first" approach by helping design anomaly detection mechanisms (e.g., automated traffic alerts).

3.Data Processing & Automation: Learn to write analysis scripts and automated queries to handle daily data extraction requests while ensuring the accuracy of the output.

4.Cross-functional Collaboration: Shadow senior analysts in requirement discussions, learning to collaborate with PMs, marketing, and engineering teams to translate ambiguous business problems into measurable metrics.

需求能力/技術

【必要條件】 (Must Have Qualifications)

1.基礎程式與自動化能力：具備 Python 或 R 等腳本語言的基礎撰寫能力，能運用程式寫出基本的迴圈、條件判斷與函式來處理資料（而非僅依賴 Excel）。

2.資料庫與查詢基礎：熟悉基本 SQL 語法（如 SELECT, JOIN, GROUP BY, 子查詢等），有實際從資料庫撈取資料的經驗。

3.基本 API 概念：了解 RESTful API 的基本概念，知道如何透過官方文件查閱並嘗試獲取資料。

4.邏輯思維與嚴謹態度：對數字敏感，面對問題時能嘗試建立假設並用數據驗證；對資料品質有高度要求，理解「Garbage In, Garbage Out」的道理。

（請在履歷中附上相關的課堂專案、GitHub 連結或數據分析報告，讓我們看見你的邏輯與說故事的能力！）

【加分條件 - 即戰力大加分】 (Nice to Have Qualifications)

1.進階資料處理：熟練運用 Python 的 Pandas, NumPy 或 R 的 dplyr 等套件進行複雜的資料清理與轉換。

2.資料轉換與管線工具 (Data Pipeline)：了解 ETL/ELT 基礎概念，曾接觸過現代化資料轉換與建模工具（如 dbt），或具備基礎的爬蟲撰寫經驗。

3.工程協作與版本控制：了解基礎的 Git 操作與協作概念，知道如何將分析腳本或 SQL 查詢進行版本管理與 Code Review。

4.視覺化與網頁分析：曾使用 Tableau, Power BI 等 BI 工具建立報表，或熟悉 Google Analytics 4 (GA4) 與 GTM 事件追蹤原理。

Must-Have Qualifications

1.Basic Programming & Automation: Fundamental knowledge of scripting languages like Python or R. Ability to write basic loops, conditionals, and functions to process data programmatically.

2.Database & Query Fundamentals: Proficiency in basic SQL syntax (e.g., SELECT, JOIN, GROUP BY, subqueries) with hands-on experience extracting data.

3.Basic API Knowledge: Understanding of RESTful API concepts and the ability to read official documentation to fetch data.

4.Logical Thinking & Rigor: Sensitivity to numbers and ability to formulate hypotheses to validate them with data. High standards for data quality, fully understanding the principle of "Garbage In, Garbage Out."

(Please include your GitHub links, class projects, or data analysis reports in your resume so we can see your logic and storytelling skills!)

Nice-to-Have Qualifications (Strong Plus for Immediate Readiness)

1.Advanced Data Manipulation: Proficiency in using libraries like Python's Pandas/NumPy or R's dplyr for complex data cleaning and transformation.

2.Data Pipelines & Transformation Tools: Familiarity with core ETL/ELT concepts. Exposure to modern data transformation and modeling frameworks (e.g., dbt) or basic web scraping experience is a strong plus.

3.Engineering Collaboration & Version Control: Understanding of basic Git operations. Knowing how to version control your analysis scripts and SQL queries for Code Reviews.

4.Visualization & Web Analytics: Experience building reports with BI tools (Tableau, Power BI) or familiarity with Google Analytics 4 (GA4) and GTM event tracking concepts.

工作內容

打造千萬流量級別的用戶體驗，你的第一行 Code 就能讓百萬人看見

TVBS 正處於數位轉型的快車道上，我們致力於為數百萬用戶提供極致的內容體驗。前端團隊是實現這一目標的核心力量，負責打造橫跨新聞、影音、和會員系統（如食尚玩家、女人我最大）的高品質使用者介面。

我們正在尋找充滿熱情與潛力的前端工程師實習生加入我們的技術團隊。無論你是已經具備 React / Next.js 開發經驗的「即戰力」，還是基礎紮實、渴望在千萬流量平台上快速成長的「潛力新星」，我們都非常歡迎。在這裡，你不會只負責打雜，而是會由資深工程師親自指導（Mentorship），參與真實的產品開發，學習大型企業級網站的架構設計、效能優化（Core Web Vitals）與團隊協作規範。如果你渴望在學生時期就發揮技術影響力，歡迎加入我們一起奮鬥！

主要工作內容:

1.參與核心產品開發：參與前端 React / Next.js 專案的日常開發與維護，協助打造高互動性、可複用的前端元件。

2.協助效能與體驗優化：在資深工程師的帶領下，學習分析並協助優化網站效能與 Core Web Vitals (CWV) 指標，確保頂尖的載入速度。

3.跨團隊學習與協作：學習與 UI/UX 設計師及後端工程師協作，體驗敏捷開發流程，確保設計稿落地與 API 串接順暢。

4.技術探索與規範實踐：學習業界標準的 Coding Standard、Code Review 流程與 Git Flow 協作，培養良好的程式碼撰寫習慣。

Crafting User Experiences for Millions

et Your First Lines of Code Impact Millions TVBS is on a fast track of digital transformation, committed to delivering exceptional content experiences to millions of users. Our frontend team is the core force behind this goal, responsible for building high-quality user interfaces across our news, video content, e-commerce, and membership systems (such as Shi Shang Wan Jia and Woman Queen).

We are looking for passionate and high-potential Frontend Engineer Interns to join our technical team. Whether you are a "ready-to-contribute" talent with React/Next.js experience or a highly motivated learner eager to grow on a massive-traffic platform, we want you. Here, you won’t be doing busywork. You will receive direct mentorship from senior engineers, participate in real-world product development, and learn enterprise-level architecture, performance optimization (Core Web Vitals), and industry coding standards. If you aspire to make a real technical impact while still studying, join us!

Participate in Core Development:

1.Participate in Core Development: Assist in the daily development and maintenance of React/Next.js projects, building highly interactive and reusable frontend components.

2.Assist in Performance Optimization: Under the guidance of senior engineers, learn to analyze and help optimize website performance and Core Web Vitals (CWV) metrics to ensure top-tier loading speeds.

3.Cross-Functional Learning & Collaboration: Learn to collaborate with UI/UX designers and backend engineers, experiencing agile development workflows to ensure smooth design implementation and API integration.

4.Technical Exploration & Best Practices: Adopt industry coding standards, participate in Code Reviews, and utilize Git Flow to develop excellent coding habits.

需求能力/技術

【必要條件】 (Must Have Qualifications)

1.網頁基礎概念：了解 HTML, CSS 與 JavaScript 的基礎運作，曾自己動手寫過或修改過網頁（不限任何框架）。

2.解決問題的熱忱：對前端領域有強烈的好奇心。遇到 Bug 時，具備主動查閱文件或 Google 尋找解答的耐心與行動力。

3.邏輯清晰與溝通：具備基本的邏輯思維，能清楚表達自己的想法，並樂於在團隊中發問與討論。

（請在履歷中附上任何課堂作業、Side Project 或自學練習。完成度不高也沒關係，我們想看見的是你的熱情與潛力！）

【加分條件】 (Nice to Have Qualifications)

1.具備 React 或 Next.js 的實際開發經驗或相關 Side Project。

2.具備 TypeScript 的基礎知識或實戰經驗。

3.了解如何串接 RESTful API 與基礎的前端狀態管理（如 Context API, Zustand 等）。

4.擁有開源專案貢獻（GitHub）、技術部落格撰寫習慣，或曾參與技術社群。

Must-Have Qualifications

1.Basic Web Concepts: Understanding of fundamental HTML, CSS, and JavaScript. You should have some hands-on experience building or tinkering with web pages (no specific framework required).

2.Problem-Solving Passion: A strong curiosity for frontend development. When encountering bugs, you have the patience and drive to search for solutions (e.g., reading documentation, Googling).

3.Clear Logic & Communication: Basic logical thinking skills, the ability to express your ideas clearly, and a willingness to ask questions and discuss within a team environment.

(Please include any class assignments, side projects, or self-taught exercises in your application. They don't need to be perfect—we just want to see your passion and potential!)

Nice-to-Have Qualifications

1.Practical development experience or side projects using React or Next.js.

2.Basic knowledge or practical experience with TypeScript.

3.Understanding of RESTful API integration and basic frontend state management (e.g., Context API, Zustand).

4.Experience contributing to open-source projects (GitHub), maintaining a technical blog, or participating in tech communities.

工作內容

關於我們：打造新世代媒體的技術核心

TVBS 正在經歷一場深刻的數位轉型。我們的使命是將傳統媒體的影響力，透過穩健且創新的技術，擴展到數百萬用戶的指尖。我們不只是維運新聞網站，更是打造一個每日處理上億次請求、承載 PB 等級數據流量的複雜生態系，涵蓋新聞、電商、影音內容平台（如食尚玩家、女人我最大）。

我們正在尋找對技術充滿熱情、渴望在真實高流量場景中成長的後端工程師實習生。無論你是已有框架經驗的「即戰力」，還是底層基礎扎實、期待參與大型系統演進的「潛力新星」，我們都歡迎。你將在資深工程師的指導下（Mentorship），參與高併發挑戰，並與我們一同探索從現有 PHP/Laravel 架構遷移至 Golang 的過程，學習企業級的架構設計與優化。

為什麼要加入 TVBS？

1. 真實世界的高流量挑戰：處理每日 2 億次以上的請求。這不僅是數字，更是讓你在學生階段就能累積系統穩定性、效能調校實戰經驗的絕佳舞台。

2. 清晰的技術演進路線：我們正導入 Go 語言來重構與開發新服務。這代表你將有機會學習現代化架構升級，而不僅是維護舊系統。

3. 雲端原生與系統可靠度：服務全面運行於雲端（AWS/GCP）。你將學習如何以「系統優先（System-first）」的思維，建立自動化監控與警報機制，讓軟體更具彈性。

4. 重視品質的工程文化：我們重視 Code Review、自動化測試與規範（如標準化 PRD、變數命名與 Log 層級）。你將在這裡培養出專業工程師的良好習慣。

你將學習並協助以下核心工作：

1. 核心系統與 API 開發：在指導下，參與高流量平台（新聞、電商）的後端功能開發，協助撰寫與維護提供給前端與 App 串接的 RESTful API。

2. 參與系統架構演進：學習企業級的系統重構與微服務拆分概念，參與評估並導入 Golang 等新技術解決效能瓶頸。

3. 實踐工程規範與品質：參與 Code Review、學習撰寫單元測試，並了解如何利用 CI/CD 流程提升交付效率。

4. 雲端與基礎設施協作：了解 AWS/GCP 雲端服務的基礎應用，學習如何與 SRE 團隊協作以確保系統高可用性。

About Us: Engineering the Future of Media

TVBS is undergoing a significant digital transformation. Our mission is to extend the influence of traditional media to millions of users through robust and innovative technology. We build and operate a complex ecosystem that handles over 200 million daily requests and processes petabytes of data traffic, powering our news portals, e-commerce platforms, and content hubs.

We are seeking a passionate and high-potential Backend Engineer Intern eager to grow in a real-world, high-traffic environment. Whether you are a "ready-to-contribute" talent with framework experience or a highly motivated learner with strong fundamentals, we want you. Under the mentorship of senior engineers, you will tackle high-concurrency challenges and join us in exploring our architectural migration from PHP/Laravel to Golang, learning enterprise-level design and optimization.

Why Join TVBS?

1. Real-World High-Traffic Challenges: Handle over 200 million daily requests. This is an unparalleled opportunity for a student to gain hands-on experience in system stability and performance tuning.

2. Clear Technology Evolution Roadmap: We are adopting Golang for refactoring and new services. You will learn modern architectural upgrades, not just maintain legacy code.

3. Cloud-Native & System Reliability: Our services run on the cloud (AWS/GCP). You will learn a "system-first" mindset, helping to establish automated monitoring and alerting to build resilient software.

4. Culture of Quality: We deeply value Code Reviews, automated testing, and strict engineering standards (from structured PRDs to logging levels). You will build the foundational habits of a professional software engineer here.

Key Responsibilities & Learning Objectives:

1. Core System & API Development: Under guidance, assist in developing backend features for our high-traffic platforms and crafting RESTful APIs for web and mobile clients.

2. Participate in Architecture Evolution: Learn the concepts of enterprise system refactoring and microservices. Observe and assist in adopting new technologies like Golang to resolve performance bottlenecks.

3. Engineering Quality & Best Practices: Participate in Code Reviews, learn to write unit tests, and understand how CI/CD pipelines improve delivery efficiency.

4. Cloud Infrastructure Collaboration: Gain exposure to AWS/GCP cloud services and learn how backend engineers collaborate with SRE teams to ensure high availability.

Must-Have Qualifications

1. Programming Fundamentals: Familiarity with at least one major programming language (e.g., C/C++, Java, Python, Node.js, PHP, or Golang). Basic understanding of Object-Oriented Programming (OOP) or Data Structures and Algorithms.

2. Basic Database Knowledge: Understanding of relational database concepts (e.g., MySQL) and basic SQL syntax.

3. Problem-Solving Passion: When encountering bugs or system errors, you have the drive to independently check logs, read official documentation, and search for solutions.

4. Clear Logic & Communication: The ability to express technical logic clearly and a willingness to ask questions within a team environment.

(Please include links to your GitHub, class projects, or side projects in your resume. Even if it's just a school assignment, we want to see your coding logic and potential!)

需求能力/技術

【必要條件】 (Must Have Qualifications)

1.程式語言基礎：熟悉至少一種主流程式語言（C/C++, Java, Python, Node.js, PHP 或 Golang 皆可），了解基礎的物件導向 (OOP) 或資料結構與演算法。

2.資料庫基礎認知：了解關聯式資料庫（如 MySQL）的基本概念，懂基礎的 SQL 語法。

3.解決問題的熱忱：遇到 Bug 或系統錯誤時，具備主動查閱 Log、閱讀官方文件或尋找解答的耐心與行動力。

4.邏輯清晰與溝通：能清楚表達技術邏輯，並樂於在團隊中發問與討論。

（請在履歷中附上任何課堂專題、Side Project 的 GitHub 連結。即使是學校的作業，我們也想看見你的程式碼邏輯與潛力！）

【加分條件 - 即戰力大加分】 (Nice to Have Qualifications)

1.後端框架經驗：具備 PHP (Laravel) 或 Golang 的實際開發經驗或 Side Project。

2.資料庫與快取實務：曾自己動手優化過 SQL 查詢，或了解 Redis / Memcached 等快取機制。

3.現代開發工具：熟悉 Git 團隊協作流程、了解 Docker 容器化概念，或有使用過 AWS/GCP 雲端服務的經驗。

4.技術熱情：擁有開源專案貢獻、技術部落格撰寫習慣，或曾參與技術社群。

Must-Have Qualifications

1.Programming Fundamentals: Familiarity with at least one major programming language (e.g., C/C++, Java, Python, Node.js, PHP, or Golang). Basic understanding of Object-Oriented Programming (OOP) or Data Structures and Algorithms.

2.Basic Database Knowledge: Understanding of relational database concepts (e.g., MySQL) and basic SQL syntax.

3.Problem-Solving Passion: When encountering bugs or system errors, you have the drive to independently check logs, read official documentation, and search for solutions.

4.Clear Logic & Communication: The ability to express technical logic clearly and a willingness to ask questions within a team environment.

(Please include links to your GitHub, class projects, or side projects in your resume. Even if it's just a school assignment, we want to see your coding logic and potential!)

Nice-to-Have Qualifications (Strong Plus for Immediate Readiness)

1.Framework Experience: Practical development experience or side projects using PHP (Laravel) or Golang.

2.Database & Caching Practice: Experience optimizing SQL queries or an understanding of caching mechanisms like Redis/Memcached.

3.Modern Development Tools: Familiarity with Git collaboration workflows, Docker containerization, or basic experience with cloud platforms (AWS/GCP).

4.Tech Passion: Experience contributing to open-source projects, maintaining a technical blog, or participating in tech communities.