Hibernate + jcache + ehcache integration not woking

Question

In my application I want to enable second level cache by using Hibernate 5.4 and EHCache 3.7 but I am getting this error

java.util.ServiceConfigurationError: javax.cache.spi.CachingProvider: Provider org.ehcache.jsr107.EhcacheCachingProvider could not be instantiated
java.lang.IncompatibleClassChangeError: Implementing class

The dependencies I am using:

    <dependency>
        <groupId>org.hibernate</groupId>
        <artifactId>hibernate-entitymanager</artifactId>
        <version>5.4.2.Final</version>
    </dependency>

    <dependency>
        <groupId>org.hibernate</groupId>
        <artifactId>hibernate-jcache</artifactId>
        <version>5.4.2.Final</version>
    </dependency>

    <dependency>
        <groupId>org.ehcache</groupId>
        <artifactId>ehcache</artifactId>
        <version>3.7.1</version>
    </dependency>

And the config for second level cache:

properties.setProperty(Environment.USE_QUERY_CACHE, "true");
properties.setProperty(Environment.CACHE_REGION_FACTORY, "jcache");