def get_batch_job_options(job_options: dict) -> dict:
    """
    Returns AWS Batch-specific job options from general job options.
    """
    keys = [
        "vcpus",
        "gpus",
        "memory",
        "shared_memory",
        "role",
        "retries",
        "privileged",
        "job_def_name",
        "autocreate_job",
        "timeout",
        "batch_tags",
        "num_nodes",
    ]
    return {key: job_options[key] for key in keys if key in job_options}