Bigquery Job ID already exists

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We have been running many jobs in BigQuery via the Python library before. Recently we also have been using the PHP library to do some streaming inserts. Since then we have conflicts with job id's and we cannot set the id's ourselves. The error happens on both sides PHP and Python and happens at seemingly random queries. The error looks like this:

google.api_core.exceptions.Conflict: 409 POST https://bigquery.googleapis.com/bigquery/v2/projects/{project}/jobs?prettyPrint=false: Already Exists: Job {project}:US.{job_id}

Does anyone know how to solve this?

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