A loan telecaller's job description includes making outbound calls to potential customers to explain loan products and generate interest, handling inbound calls to answer questions, and following up on leads to convert them into applications. They must also maintain customer records, meet sales or collection targets, and adhere to company policies and regulations. This role can also involve debt recovery for overdue payments.