E‑Commerce vs. General Internet Ops: Veteran Insights on Key Differences

This article compiles a Q&A from the “Efficient Operations” WeChat series, originally published by the official “Efficient Operations” public account.

Editor

Gao Haomiao (Organizer)

Main Participants

Questioner: Liang Ding'an (Daliang)

Responder: Xu Qichen (civicxu)

Guest Introduction

Xu Qichen Ten‑year operations veteran who has worked at Tencent, Yixun, Staples and now JD.com, focusing on large‑scale service reliability, architecture planning, performance tuning and user‑experience improvement.

Q1. What are the main differences between operations in e‑commerce and general internet applications, and what is the role of application operations in e‑commerce?

Operations in e‑commerce overlap with general internet ops but differ mainly in business characteristics.

1) The support chain is longer, covering B2C, O2O, ERP, warehousing and supply‑chain, so e‑commerce ops costs are higher.

2) Consistency requirements differ: social UGC tolerates loss, finance demands strong consistency, e‑commerce aims for eventual consistency, leading to different architectural and degradation strategies.

3) Seasonal traffic spikes (large promotions) require extensive pre‑event rehearsals and capacity planning.

Typical responsibilities for B2C e‑commerce ops include:

High‑availability management for online and offline applications.

Architecture design, especially for offline support.

Tool‑platform construction to drive CI, ITIL and automation.

User‑experience management at the access layer, including data‑driven optimization.

Support for frequent marketing activities such as flash sales and promotions.

Q2. Are operations and development roles separate or combined in your team, and how do you ensure effective collaboration?

Our team separates operations and development, but they are strongly interrelated.

Role separation depends on the team’s maturity; early stages need rapid platform building and high development efficiency.

We free operations staff to focus on framework‑based custom development, similar to the BlueKing evolution.

To bridge understanding, we use rotation, cross‑sharing, agile closed‑loop projects, and a unified methodology.

Non‑operations‑background engineers gain operational insight through rotation and shared responsibilities, fostering complementary skills.

Q3. How has your team adapted operations for the mobile‑internet era, and what are the biggest challenges?

Mobile constraints (network quality, device limits) make troubleshooting and user‑experience optimization difficult.

We rebuilt the service‑side access layer and introduced dedicated client‑side strategy and network components.

Monitoring now emphasizes client‑side metrics such as exception reports, performance and experience, with joint effort from client, platform and multiple line teams.

Performance monitoring accounts for 40% of team KPIs.

Challenges include poor network conditions for 2G/low‑tier operators, causing high latency, packet loss and user‑experience degradation.

We address this with access‑layer optimization, traffic shaping, downgrade strategies and mobile‑friendly protocol adaptations, aiming for the “1‑second principle”.

Q4. After establishing quality, efficiency, cost and security, how should an operations team set its future direction and support individual career growth?

These four dimensions drive continuous improvement cycles and metric‑based projects.

We strengthen service management, refine operational data, and build finer‑grained capabilities across layers.

Current focus is solidifying foundations while scaling to support JD’s rapid growth and multi‑center elastic cloud initiatives.

Mobile‑business operations are also prioritized, with continuous upgrades to architecture, open platforms and services.

Individual career paths are matched to capability models: support, tool‑platform development, planning, or product‑management tracks, with personalized learning and transition plans.

Cross‑skill development into testing, security, big data and product operations is encouraged to build a holistic view.

Q5. What are your views on the rise of enterprise‑level service markets and ops‑related startups?

The B2B market in China is large, with many untapped service opportunities.

Timing is favorable as more mid‑size companies accept outsourced ops services, built on cloud foundations.

Positive factors: market size, capital interest, talent availability.

Challenges: need for standardization versus fragmented custom demands, and the difficulty of building strong sales capabilities.

Promising SaaS areas include mobile security, hybrid‑cloud management tools, CI, monitoring and big‑data services, where ops expertise can create differentiated offerings.