NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Data Engineer to join our team in Bangalore, Karnātaka (IN-KA), India (IN). Cloud migration from Cloud 1.0 to Cloud 3.0 on Azure They are migrating ~250 ML/AI statistical models that they support from operations perspective.  The breakout of the models is as follows: 100 Features and Data sets 50 Monitoring processes Some are similar, so some will be repetitive No ML/AI development skills are needed, the data science team will do modifications to models.  Experience supporting operating environments for ML/AI will be a bonus.  Need cloud Data Engineering experience – Need to be experienced enough to operate independently to identify, debug, and repair issues; still expect to work together to triage issues as needed. Expect things will crash -resource will need to plan accordingly and manage their time appropriately Data- No managed data in this area But if they detect issues that may be a data problem- then go to team that manages data Required Technologies: Python – Code is in Python, need to have a senior level of experience and be able to fix issues PySpark- Python interface over Spark; Azure Data Factory – Orchestration to oversee the pipeline and trigger the jobs Azure DevOps - deployment; If they have GitHub, that works as they can pick up quick Databricks:  big deal – need strong knowledge, clusters, nodes, Unity catalog Model Registry in Unity catalog Asure Data Lake Storage (ADLS) – storage Data Factory – oversee the pipeline and trigger the pipeline of jobs NTT DATA is a $30 billion trusted global innovator of business and technology services. We serve 75% of the Fortune Global 100 and are committed to helping clients innovate, optimize and transform for long term success. As a Global Top Employer, we have diverse experts in more than 50 countries and a robust partner ecosystem of established and start-up companies. Our services include business and technology consulting, data and artificial intelligence, industry solutions, as well as the development, implementation and management of applications, infrastructure and connectivity. We are one of the leading providers of digital and AI infrastructure in the world. NTT DATA is a part of NTT Group, which invests over $3.6 billion each year in R&D to help organizations and society move confidently and sustainably into the digital future. Visit us at us.nttdata.com NTT DATA endeavors to make https://us.nttdata.com accessible to any and all users. If you would like to contact us regarding the accessibility of our website or need assistance completing the application process, please contact us at https://us.nttdata.com/en/contact-us. This contact information is for accommodation requests only and cannot be used to inquire about the status of applications. NTT DATA is an equal opportunity employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability or protected veteran status. For our EEO Policy Statement, please click here. If you'd like more information on your EEO rights under the law, please click here. For Pay Transparency information, please click here.