Automation and the Future of Work

Active learning works well for this topic because it helps students move beyond abstract concepts to real-world applications. By engaging in simulations, collaborative research, and structured discussions, they connect theory about unemployment and automation to tangible skills and career pathways they may face.

• Year 10
• HASS
• 3 activities
• 25 min–50 min

Learning Objectives

1. Analyze how automation and AI are reshaping the demand for specific skills in the Australian labor market.
2. Explain the implications of the 'gig economy' for worker rights, job security, and income stability.
3. Evaluate the potential impact of automation on different sectors of the Australian economy by 2040.
4. Predict which soft skills and technical skills will be most valuable for Australian workers in the future.
5. Critique the role of government and unions in addressing the challenges posed by automation and the gig economy.

Inquiry Circle

⏱ 50 min·Small Groups

Inquiry Circle: Jobs of 2040

In small groups, students research industries that are likely to grow (e.g., renewable energy, aged care, AI ethics) and those that are likely to decline due to automation. They create a 'skills map' for a future career. Groups present their findings as a 'career guide' for their classmates.

Prepare & details

Analyze how automation is transforming the demand for different skills in the labor market.

Facilitation Tip: For the Collaborative Investigation, assign clear roles within groups to ensure every student contributes to research and presentation components.

Setup: Groups at tables with access to source materials

Materials: Source material collection, Inquiry cycle worksheet, Question generation protocol, Findings presentation template

• Analyze
• Evaluate
• Create
• Self-Management
• Self-Awareness

Role Play

⏱ 40 min·Pairs

Role Play: The Gig Economy Interview

Students take on roles as a 'platform' manager (like Uber or Airtasker) and a worker. They negotiate a 'contract' that has no sick leave, no superannuation, and flexible hours. This helps students understand the trade-off between flexibility and security in modern work.

Prepare & details

Explain the implications of the 'gig economy' for worker rights and job security.

Facilitation Tip: During the Role Play, provide interview questions in advance so students can prepare thoughtful responses that reflect real gig economy dynamics.

Setup: Open space or rearranged desks for scenario staging

Materials: Character cards with backstory and goals, Scenario briefing sheet

• Apply
• Analyze
• Evaluate
• Social Awareness
• Self-Awareness

Think-Pair-Share

⏱ 25 min·Pairs

Think-Pair-Share: The Impact of Automation

Students list tasks they do at school or home that could be done by a robot or AI. They discuss in pairs whether automation is a 'threat' to jobs or an 'opportunity' to do more meaningful work. They then share their thoughts on how the education system should change to prepare them for this future.

Prepare & details

Predict which skills will be most valuable in the Australian economy of 2040.

Facilitation Tip: In the Think-Pair-Share, limit the pair discussion to 3 minutes to keep the think phase focused and the share phase energetic.

Setup: Standard classroom seating; students turn to a neighbor

Materials: Discussion prompt (projected or printed), Optional: recording sheet for pairs

• Understand
• Apply
• Analyze
• Self-Awareness
• Relationship Skills

Teaching This Topic

Teachers should ground this topic in current labor trends while avoiding deterministic views of automation. Start with students' lived experiences, then layer in historical comparisons and policy debates. Research shows that framing technology as a tool—not an inevitability—helps students see agency in shaping the future of work. Avoid framing automation as purely destructive; emphasize adaptation and resilience.

What to Expect

Successful learning is visible when students can explain unemployment types with examples, articulate how automation reshapes job markets, and propose practical solutions for worker protection. They should also demonstrate empathy for workers in precarious gig roles and confidence in adapting to future skill demands.

Watch Out for These Misconceptions

Common Misconception

During the Collaborative Investigation: Jobs of 2040, students may assume unemployment is always voluntary.

What to Teach Instead

During the Collaborative Investigation, provide students with unemployment scenario cards (e.g., 'A factory closes due to AI, leaving 200 workers with outdated skills'). Ask groups to categorize each scenario as cyclical, structural, or frictional, then explain their reasoning to the class.

Common Misconception

During the Role Play: The Gig Economy Interview, students may believe automation will eliminate all gig jobs.

What to Teach Instead

During the Role Play, provide data on emerging gig roles (e.g., AI trainers, drone operators) and ask students to incorporate this into their interview responses. After the activity, highlight how gig work evolves rather than disappears.

Assessment Ideas

Discussion Prompt

After the Collaborative Investigation: Jobs of 2040, ask students to work in small groups to draft three policy recommendations for preparing the workforce for 2040. Collect and assess their justifications based on how they connect automation trends, skill gaps, and worker protections.

Quick Check

During the Think-Pair-Share: The Impact of Automation, circulate and listen to pairs’ discussions. Use a checklist to assess whether they can identify one job affected by automation or gig work and one new skill needed for that role or a related one.

Exit Ticket

After the Role Play: The Gig Economy Interview, collect students’ exit tickets. Assess whether they can name one job they’re interested in, two ways automation or gig work might change it, and one crucial future skill for that role.

Extensions & Scaffolding

• Challenge: Ask early finishers to research a specific country’s policies on gig work and automation, then compare findings with peers in a short debate.
• Scaffolding: For struggling students, provide sentence starters during the Collaborative Investigation, such as 'One job likely to change by 2040 is... because...'
• Deeper exploration: Invite a local gig worker or labor organizer to share their experiences in a Q&A session after the Role Play activity.

Key Vocabulary

Automation	The use of technology, such as robots and artificial intelligence, to perform tasks previously done by humans.
Artificial Intelligence (AI)	The development of computer systems that can perform tasks normally requiring human intelligence, such as learning, problem-solving, and decision-making.
Gig Economy	A labor market characterized by the prevalence of short-term contracts or freelance work, as opposed to permanent jobs.
Structural Unemployment	Unemployment resulting from a mismatch between the skills workers possess and the skills employers require, often due to technological changes.
Skills Gap	The difference between the skills employers need and the skills the workforce possesses.