The Java Developer with Hadoop position involves designing, developing, and implementing data processing solutions primarily using Apache Spark and Java. The role requires extensive experience in Big Data technologies and the Hadoop ecosystem, focusing on building and maintaining data pipelines and contributing to data warehouse applications within an Agile Scrum environment.