automationn.C1
自动化
industrial automation · the impact of automation
Automation is reshaping the manufacturing sector, eliminating many routine jobs.
自动化正在重塑制造业，淘汰了许多常规岗位。
学完能做到
- 读懂关于工作未来趋势的评论文章，区分预测与证据
- 听懂学术讨论中对自动化影响的辩证分析
- 写一篇立场鲜明、论证有深度的议论文，灵活运用将来表达
- 在口语中讨论职业规划与工作模式变化，表达可能性与条件
词汇 core 14 · expansion 20 · chunks 8
核心词 core
remote workingn.B2+
远程工作
shift to remote working · remote working policies
Remote working became widespread during the pandemic and is now a permanent feature for many companies.
疫情期间远程工作变得普遍，现在对许多公司来说已成为常态。
gig economyn.C1
零工经济
rise of the gig economy · gig economy workers
The gig economy offers flexibility but often lacks job security and benefits.
零工经济提供了灵活性，但往往缺乏工作保障和福利。
flexibilityn.B2
灵活性
greater flexibility · demand flexibility
Workers increasingly value flexibility over a fixed salary.
员工越来越看重灵活性而非固定薪水。
job securityn.B2
工作保障
lack of job security · provide job security
Job security has declined as companies shift towards temporary contracts.
随着公司转向临时合同，工作保障下降了。
workforcen.B2
劳动力，员工队伍
skilled workforce · workforce planning
The future workforce will need to be adaptable and tech-savvy.
未来的劳动力需要适应力强、精通技术。
disruptionn.C1
颠覆，混乱
technological disruption · cause disruption
Artificial intelligence is expected to cause major disruption in the legal sector.
人工智能预计将在法律行业造成重大颠覆。
upskillv.C1
提升技能
upskill the workforce · need to upskill
Employees must constantly upskill to remain relevant in a fast-changing job market.
员工必须不断提升技能，才能在快速变化的就业市场中保持竞争力。
retrainv.B2
再培训，接受新职业训练
retrain for new roles · retrain workers
Governments should invest in programmes to retrain those displaced by automation.
政府应该投资于项目，为那些因自动化而失业的人提供再培训。
obsoleteadj.C1
过时的，被淘汰的
become obsolete · render something obsolete
Many administrative tasks are being rendered obsolete by software.
许多行政工作正被软件淘汰。
freelanceadv./adj.B2
自由职业（的）
work freelance · freelance designer
More professionals are choosing to work freelance rather than join a company.
越来越多的专业人士选择自由职业而非加入公司。
adaptableadj.C1
适应力强的
highly adaptable · adaptable workforce
In a volatile economy, adaptable workers have a clear advantage.
在动荡的经济中，适应力强的工人有明显的优势。
hybridadj.C1
混合的（指线上线下结合的工作模式）
hybrid working model · hybrid approach
A hybrid working model combines office presence with remote flexibility.
混合工作模式将办公室出勤与远程灵活性结合起来。
entrepreneurn.B2
企业家
tech entrepreneur · aspiring entrepreneur
The rise of digital platforms has enabled entrepreneurs to launch businesses with minimal capital.
数字平台的兴起使企业家能够以最少的资金创业。
扩展词库 expansion
commuten./v.B2
通勤
long commute · commute to work
downsizingn.C1
裁员，精简
corporate downsizing · wave of downsizing
outsourcingn.C1
外包
outsourcing of jobs · offshore outsourcing
portfolio careern.C1
组合型职业（同时从事多种不同工作）
pursue a portfolio career
precariousadj.C1
不稳定的，朝不保夕的
precarious employment · precarious working conditions
workspacen.B2
工作空间
shared workspace · flexible workspace
collaborationn.B2
协作
virtual collaboration · enhance collaboration
digital nomadn.C1
数字游牧族（指远程工作同时到处旅行的人）
lifestyle of a digital nomad
telecommutingn.C1
远程办公
telecommuting arrangement
robotisationn.C1
机器人化
robotisation of industry
algorithmn.B2
算法
algorithm-driven · algorithms used by platforms
reskillv.C1
重新学习新技能
reskill for the digital age
layoffn.B2
解雇，裁员
mass layoffs · announce layoffs
privilegen.C1
特权，特殊优势
enjoy the privilege of · check one's privilege
wage stagnationn.C1
工资停滞
decades of wage stagnation
lifelong learningn.C1
终身学习
promote lifelong learning
self-employedadj.B2
自雇的
become self-employed
contractn.B2
合同
fixed-term contract · zero-hours contract
stabilityn.C1
稳定
financial stability · job stability
burnoutn.C1
职业倦怠
suffer from burnout · risk of burnout
词块 / 生存短语 chunks
work-life balance工作与生活的平衡
Remote working can improve work-life balance by reducing commuting time.
远程工作可以减少通勤时间，从而改善工作与生活的平衡。
take on new challenges接受新挑战
She decided to leave her stable job to take on new challenges.
她决定离开稳定的工作去接受新挑战。
stay ahead of the curve保持领先，走在趋势前端
Companies must innovate constantly to stay ahead of the curve.
公司必须不断创新以保持领先。
the nature of work工作的本质
Automation is fundamentally changing the nature of work.
自动化正在从根本上改变工作的本质。
in the long run从长远来看
In the long run, upskilling will benefit both workers and the economy.
从长远来看，提升技能对工人和经济都有好处。
on the rise在上升，在增加
Self-employment is on the rise as people seek more autonomy.
随着人们追求更多自主权，自雇正在上升。
a thing of the past过去的事情，不再存在
With remote working becoming common, the five-day office week may become a thing of the past.
随着远程工作的普及，每周五天坐班可能成为过去。
pick up new skills学习新技能
Workers need to pick up new skills quickly as technology evolves.
工人在技术发展的过程中需要快速学习新技能。
语法 语言升级点
Future expressions & levels of likelihoodC1
精准表达对未来趋势的预测与不确定性，避免过于绝对，符合7分以上写作需要。
使用 is set to, is likely to, may well, might well, could possibly 等表达不同程度的可能性；以及 be bound to, be due to 等。
例如：'Remote working is set to become the norm'（高度确定），'Automation may well displace millions of jobs'（可能性较高），'The gig economy could possibly provide more flexibility'（可能性较低）。通过选择不同词，展现分寸感。
例句
The demand for digital skills is set to grow exponentially in the coming decade.
未来十年，对数字技能的需求必将呈指数级增长。
Some routine jobs may well disappear, but new roles are also likely to emerge.
一些常规工作很可能会消失，但新的角色也可能出现。
The four-day working week might just become a reality in some sectors.
每周工作四天制在某些行业或许真能成为现实。
常见错误
✗ It will definitely happen. → ✓ It is highly likely to happen.
在学术或正式写作中，应避免过于绝对的预测，用'is likely to'或'may well'等模糊限制语（hedging）更恰当。
↑ 提分：8.5档能灵活混合使用，并在句式变化中体现不同语气，如用倒装强调可能性（'Only in the most optimistic scenario might these jobs survive.'）。
Nominalisation & cohesive devicesC1
使书面语更凝练、正式，增强逻辑衔接。
将动词/形容词转化为名词，并配合衔接词（such as, this, these, such）使文章连贯。
例如：'The rise of the gig economy has led to greater flexibility for workers. This shift, however, has also reduced job security.' 通过名词化把'rise'和'shift'作为衔接句子的桥梁，避免重复动词，使论述更紧凑。
例句
The growing acceptance of remote work reflects a deeper change in attitudes towards work-life balance.
对远程工作日益增长的接受度反映了人们对工作与生活平衡态度的深层变化。
Such disruption is unsettling, yet it also opens up opportunities for those willing to adapt.
这样的颠覆令人不安，但也为愿意适应的人打开了机会。
常见错误
✗ The reason for the unemployment is because of automation. → ✓ The rise in unemployment stems from automation.
过度名词化且冗余，应直接使用简洁的名词化主语。
↑ 提分：8.5档可以自然地在名词化和动词形式间切换，避免单调，并配合代词和指示词形成紧密的指代链条。
阅读 Reading general interest
The Shifting Landscape of Employment
Amidst talk of robots replacing humans, it is easy to forget that the future of work is shaped by more than technology. Economic and social forces play an equally important role. The rise of the gig economy, for instance, has been driven partly by digital platforms but also by a desire for flexibility on the part of workers and cost-cutting on the part of employers. Yet this shift has blurred the line between employment and self-employment, leaving many in a legal grey area with uncertain rights. As governments begin to grapple with these changes, it is becoming clear that regulation will need to catch up with innovation. What the workforce of 2040 will look like depends as much on policy choices today as on the advances of artificial intelligence.
The debate over automation has shifted from whether jobs will be lost to which ones and how quickly. Some analysts forecast that up to a third of current roles could be automated within two decades, while others argue that new technology creates as many jobs as it destroys — just different ones. The reality may be more nuanced: while routine tasks in fields like manufacturing and data entry are indeed at risk, roles requiring creativity, empathy or complex problem-solving seem far less susceptible. Meanwhile, the pandemic has accelerated another trend: remote and hybrid working. For many, the office is no longer the default place of work, and this shift is reshaping everything from city centres to migration patterns. However, the benefits are unevenly distributed. Higher-paid knowledge workers have largely gained flexibility, whereas those in frontline roles or with less bargaining power often find themselves with fewer protections and more precarious conditions. The 'future of work' is thus not a single path but a set of tensions between efficiency and equality, freedom and security.
bargaining power议价能力frontline roles一线岗位
TFNG1.The author believes that automation will definitely cause mass unemployment.
✅ FALSE — 文中指出 'The reality may be more nuanced'，并未断言一定会导致大规模失业，而是区分了不同岗位的风险。
MCQ2.According to the passage, which type of jobs is least threatened by automation?
- A Manufacturing jobs
- B Data entry jobs
- C Roles requiring complex problem-solving
- D Frontline service jobs
✅ C — 文章提到 'roles requiring creativity, empathy or complex problem-solving seem far less susceptible'。
gap_fill3.The pandemic has accelerated the trend towards ___ and ___ working.
✅ remote / hybrid — 原文：'the pandemic has accelerated another trend: remote and hybrid working'。
matching4.Match the following aspects of the gig economy with their effects: (1) Flexibility; (2) Uncertain rights.
✅ (1) positive aspect; (2) negative aspect — 文中提到 'a desire for flexibility' 是驱动因素，而 'uncertain rights' 是问题。
💡 技巧：7分以上的阅读要能分辨「事实」与「观点」，并抓住作者的态度。注意 however / while / the reality may be more nuanced 这类信号词，它们标示立场转折和作者真正想强调的点。
听力 Listening Section 3 · UK
情景：两名学生与导师讨论关于未来就业的报告（Section 3 多人讨论）
Tutor
So, your report on the future of employment — what did you find regarding the impact of AI?
Sofia
Well, we started with some quite alarming headlines, but the data actually suggests a more complex picture. Around a quarter of jobs may see significant disruption, but complete replacement is rarer than feared.
Liam
That's right. The bigger story is augmentation rather than substitution. AI is more likely to change how we work than to eliminate roles entirely.
Tutor
Interesting. And what about the gig economy — did you cover that?
Sofia
Yes, and we found that it's expanded rapidly. However, there's growing concern about worker protections and whether current labour laws are adequate.
Liam
We concluded that the gig model offers flexibility, but often at the expense of security. It's a trade-off that society hasn't fully resolved.
Tutor
Good. Make sure your recommendations acknowledge both sides.
gap_fill1.Around ___ of jobs may face significant disruption from AI.
✅ a quarter / 25 percent — Sofia 说 'Around a quarter of jobs may see significant disruption'。
MCQ2.According to the students, the main effect of AI on jobs is
- A complete elimination of roles
- B augmentation rather than substitution
- C a slight reduction in working hours
✅ B — Liam 明确指出 'The bigger story is augmentation rather than substitution'。
gap_fill3.The gig economy offers ___ but often lacks ___.
✅ flexibility / security — Liam: 'the gig model offers flexibility, but often at the expense of security'。
gap_fill4.The tutor advises the students to ensure their recommendations ___.
✅ acknowledge both sides — Tutor 说 'Make sure your recommendations acknowledge both sides.'
💡 技巧：Section 3 是多人学术讨论，考点常在「态度与分歧」。要跟住谁同意谁、谁提出保留意见（I'm not convinced / that's a fair point），MCQ 干扰项往往是被否定或被修正的观点。
写作 Writing Task 2 (essay) · 目标 250 词
Some people think that in the future, more people will work remotely, and this will benefit workers. Others believe that working in a traditional office is still essential. Discuss both views and give your own opinion.
The debate over remote versus office-based work has intensified in recent years, and it is clear that neither model is without its merits. While telecommuting offers undeniable flexibility, I would argue that the physical workplace retains a crucial role in fostering collaboration and professional development.
On the one hand, remote working is championed for the autonomy it grants employees. With no need to commute, workers can design their own schedules, which often leads to greater job satisfaction and a healthier work-life balance. Moreover, digital tools have made it possible to collaborate effectively across time zones, enabling companies to tap into a global talent pool. It is no surprise, therefore, that many predict a permanent shift away from the daily office routine.
However, the traditional office is far from obsolete. Face-to-face interaction remains invaluable for mentoring, brainstorming, and building the informal networks that drive innovation. A physical workspace also helps to maintain a clear boundary between professional and personal life — a boundary that can easily blur when one's living room doubles as an office. Furthermore, not all jobs can be performed remotely; frontline and manual roles, by their very nature, require a physical presence.
In my view, the most sensible approach is a hybrid model that combines the best of both worlds. Employees could have the flexibility to work from home for part of the week while gathering in the office for collaborative tasks and team-building. Such an arrangement would maximise autonomy without sacrificing the human connection that underpins any thriving organisation.
Ultimately, whether remote work benefits workers depends less on the location and more on how it is implemented. With thoughtful policy, the lines between office and home can be blurred in a way that serves both productivity and well-being.
逐句标注
任务“neither model is without its merits”开门见山，平衡地引入双方立场，为个人观点铺垫。
词汇“is championed for the autonomy it grants employees”用 'championed' 和 'autonomy' 精准表达支持者观点，词汇丰富。
语法“a boundary that can easily blur when one's living room doubles as an office”复杂句融合了定语从句和状语从句，结构紧凑且自然。
衔接“the most sensible approach is a hybrid model that combines the best of both worlds”用 'best of both worlds' 这一熟语作为过渡，自然引出解决方案。
GRA/LR“without sacrificing the human connection that underpins any thriving organisation”名词化 'the human connection' 和动词 'underpins' 使表达正式且有力。
🎯 本档语言特征：立场明确且有思辨深度（互补而非对立）；名词化、复杂句、hedging（I would argue, less on ... and more on）自然融合；词汇精准（championed, invaluable, obsolete, underpins）；衔接靠意思连贯而非堆路标词。整体≈band8。
↑ 再上一档：已接近8.5。再上探：个别句子可更精炼，句式节奏可更有变化（长短句交替），并确保通篇零语法瑕疵。可加入更多将来表达，如 'is set to become', 'may well prove' 以契合主题。
口语 Speaking
Part 1
Q: What kind of job would you like to do in the future?
I'm quite drawn to roles that allow a fair bit of creativity and autonomy. Something in the digital space, perhaps — like UX design or content creation. I think the traditional nine-to-five office setup is losing its appeal, and I'd much rather have the flexibility to work from different places.
💡 自然使用 'drawn to', 'autonomy', 'losing its appeal' 等表达，展现词汇多样性。
Q: Do you think people will work from home more in the future?
Almost certainly, yes. The pandemic forced a massive experiment in remote working, and many companies found that productivity didn't drop — in some cases it even improved. So I believe it is very much here to stay, though perhaps in a hybrid form rather than fully remote.
💡 用 'here to stay' 和 'hybrid form' 自然表达观点，同时 'I believe it is very much here to stay' 中的 hedging 显得不绝对。
Part 2 · 提示卡
Describe a type of work you think will be common in the future. You should say: what the job is; what skills it will require; why you think it will be common; and explain whether you would like to do this kind of work.
One type of work that I think will be very common in the future is sustainability consulting — helping companies reduce their environmental impact. The shift towards greener business is no longer optional; it's being driven by both regulation and consumer demand, so I expect this role to be in high demand. The skills needed are a mix of technical knowledge about environmental science, data analysis, and the ability to communicate clearly to different stakeholders. Personally, I would find this kind of work really meaningful. It strikes a balance between contributing to something bigger and being well-compensated, which I think a lot of people in my generation care about.
💡 口语化但结构清晰，用了 'in high demand', 'strikes a balance', 'contributing to something bigger' 等自然搭配。
Part 3
Q: How do you think technology will change the way people work over the next twenty years?
I think we'll see a continuation of trends that are already underway. For knowledge workers, AI will take over more routine analytical tasks, leaving people to focus on creative and strategic thinking. It may well lead to a shorter working week for some, though that's far from guaranteed. At the same time, for blue-collar jobs, automation and advanced robotics might displace many, so society will need to provide retraining and a safety net. It's a mixed picture.
💡 使用 'may well lead', 'far from guaranteed' 展现对可能性的把握，结尾的 'mixed picture' 总结能力强。
Q: Do you think the gig economy is a positive development for workers?
It's a bit of a double-edged sword. On one side, it brings flexibility and the chance to be your own boss, which can be really empowering. But on the flip side, it often means a lack of security, no sick pay, no pension. I think the answer depends a lot on who you are — for a young, skilled freelancer it can be great, but for someone with dependants it's very risky. Ideally, we need regulations that preserve the good aspects while extending basic protections.
💡 用 'double-edged sword', 'on one side ... on the flip side' 组织论述，观点平衡且有深度。
高频短语
strike a balance between ... and ... — 在…和…之间取得平衡
on the horizon — 即将发生、在地平线上（比喻未来）
a double-edged sword — 双刃剑（有利有弊）
here to stay — 已经存在并会持续下去
应试策略
7.5档比拼的是「精准与自然」：写作立场要有思辨（互补/让步/条件），语言靠名词化、强调句、hedging 提升而非堆难词；口语要有机制层面的分析和地道表达，敢于用 hedging 让语气自然。对于将来预测类题目，务必避免绝对化，多用 'is likely to', 'may well', 'could possibly' 等。
本档提分建议
从7.5到8.5：①几乎零语法错误；②句式节奏更有变化（长短句交替）；③词汇选择追求「唯一最贴切」而非「更难」；④论证再深一层，能自然地反驳并限定自己的观点。在将来表达上，可尝试 'is projected to', 'stands a good chance of' 等更高级结构。在口语中，能流畅地用抽象概念展开讨论，并自如地使用习语和搭配。