Spring-Batch without persisting metadata to database?

I want to run it without any database persistence

You can use MapJobRepositoryFactoryBean and ResourcelessTransactionManager

sample configuration:

<bean id="transactionManager"
    class="org.springframework.batch.support.transaction.ResourcelessTransactionManager" />

<bean id="jobRepository"
    class="org.springframework.batch.core.repository.support.MapJobRepositoryFactoryBean">
    <property name="transactionManager" ref="transactionManager" />
</bean>

<bean id="jobLauncher"
    class="org.springframework.batch.core.launch.support.SimpleJobLauncher">
    <property name="jobRepository" ref="jobRepository" />
</bean>

For Spring 4.X, the annotation based configuration would be as follows:

@Bean
public PlatformTransactionManager getTransactionManager() {
    return new ResourcelessTransactionManager();
}

@Bean
public JobRepository getJobRepo() {
    return new MapJobRepositoryFactoryBean(getTransactionManager()).getObject();
}

I came back to my own question, as the solution did not work anymore. As of spring-batch-1.5.3 use as follows:

@SpringBootApplication(exclude = {DataSourceAutoConfiguration.class})
...
    @Bean
    public PlatformTransactionManager transactionManager() {
        return new ResourcelessTransactionManager();
    }
}

After tweaking @Braj's answer, my working configuration looks as follows:

@Bean
public ResourcelessTransactionManager transactionManager() {
    return new ResourcelessTransactionManager();
}

@Bean
public JobRepository jobRepository(ResourcelessTransactionManager transactionManager) throws Exception {
    MapJobRepositoryFactoryBean mapJobRepositoryFactoryBean = new MapJobRepositoryFactoryBean(transactionManager);
    mapJobRepositoryFactoryBean.setTransactionManager(transactionManager);
    return mapJobRepositoryFactoryBean.getObject();
}

@Bean
public SimpleJobLauncher jobLauncher(JobRepository jobRepository) {
    SimpleJobLauncher simpleJobLauncher = new SimpleJobLauncher();
    simpleJobLauncher.setJobRepository(jobRepository);
    return simpleJobLauncher;
}

Simply create a configuration without datasource for Batch configuration :

@Configuration
@EnableAutoConfiguration
@EnableBatchProcessing
public class BatchConfiguration extends DefaultBatchConfigurer {

    @Override
    public void setDataSource(DataSource dataSource) {
        // override to do not set datasource even if a datasource exist.
        // initialize will use a Map based JobRepository (instead of database)
    }

}

It will initialize JobRepository and JobExplorer with a in memory map based implementation. https://github.com/spring-projects/spring-batch/blob/342d27bc1ed83312bdcd9c0cb30510f4c469e47d/spring-batch-core/src/main/java/org/springframework/batch/core/configuration/annotation/DefaultBatchConfigurer.java#L84

and you can use you're production datasource as well even if auto configured with spring boot.