Lower Risk

Retail

Click and Collect Associate

AI is poised to significantly impact Click and Collect Associates through automation of routine tasks. Computer vision and robotic systems can optimize inventory management and order fulfillment, while natural language processing (NLP) and LLMs can enhance customer service interactions. These technologies will likely streamline operations, potentially reducing the need for human labor in certain areas.

Top risks:

Receiving and processing online orders60%
Locating and retrieving items from shelves or storage areas70%
Scanning and bagging or packaging items for customer pickup65%

Retail

E-commerce Coordinator

AI is poised to significantly impact E-commerce Coordinators by automating routine tasks such as product data entry, inventory management, and customer service inquiries. LLMs can handle customer communication and generate product descriptions, while computer vision can assist with product categorization and quality control. AI-powered analytics can also optimize pricing and marketing strategies.

Top risks:

Manage product listings and descriptions on e-commerce platforms70%
Process customer orders and manage inventory levels60%
Respond to customer inquiries and resolve complaints75%

Side-by-Side Metrics

Metric	Click and Collect Associate	E-commerce Coordinator
Risk Score	66%	78%
Risk Level	High Risk	Critical Risk
Timeline	5-10 years	2-5 years
Category	Retail	Retail
Tasks at Risk	7 tasks	7 tasks
Skills at Risk	4 skills	5 skills
Safe Skills	4 skills	5 skills

Risk Comparison

Click and Collect Associate66%

E-commerce Coordinator78%

Click and Collect Associate has 12 percentage points lower risk than E-commerce Coordinator.

Tasks at Risk

Click and Collect Associate Tasks at Risk

Receiving and processing online orders60%

5-10 years

Locating and retrieving items from shelves or storage areas70%

5-10 years

Scanning and bagging or packaging items for customer pickup65%

5-10 years

Preparing orders for customer pickup, including labeling and staging50%

5-10 years

Assisting customers with order pickup and addressing inquiries40%

10+ years

E-commerce Coordinator Tasks at Risk

Manage product listings and descriptions on e-commerce platforms70%

2-5 years

Process customer orders and manage inventory levels60%

2-5 years

Respond to customer inquiries and resolve complaints75%

1-3 years

Coordinate with suppliers and manage shipping logistics40%

5-10 years

Analyze sales data and identify trends50%

2-5 years

Skills Comparison

Shared AI-Resistant Skills(valuable in both careers)

Complex problem-solving

Click and Collect Associate -- Safe Skills

Complex problem-solvingEmpathyConflict resolutionHandling difficult customers

Click and Collect Associate -- Skills at Risk

Order processingInventory managementItem retrievalBasic customer service

E-commerce Coordinator -- Safe Skills

Strategic planningComplex problem-solvingRelationship buildingCreative marketing strategyNegotiation

E-commerce Coordinator -- Skills at Risk

Data entryCustomer serviceInventory managementProduct description writingBasic data analysis

Shared Vulnerable Skills(at risk in both careers)

Inventory management

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