Teams at Lifted, an Upwork Company

Collect Mandarin Chinese data according to detailed project guidelines, perform quality checks, apply feedback, correct errors, and maintain consistent productivity and reliability. The work supports training and improving AI language and speech models. Contributors must meet project deadlines and quality standards, with workload varying based on project needs. Payment is based on completed output.

Record first-person video while naturally performing everyday tasks in a commercial business environment, such as preparing food, serving drinks, arranging products, stocking inventory, or assisting customers. Participants must own the business or have documented filming consent, commit to recording hours, attend a calibration call, and follow privacy requirements. Business owners or managers may optionally coordinate additional employees and receive separate compensation.

Designs, builds, and maintains large-scale cloud data pipelines and FinOps data products for cost attribution, transparency, optimization, and financial modeling. Integrates billing, usage, telemetry, and performance data; develops data models and REST integrations; improves workflow reliability, observability, and scalability; implements validation and auditing controls; supports Terraform, CI/CD, and production troubleshooting; and partners with technical and finance stakeholders.