Sr Principal Data Scientist

Job Description Summary

As the Principal Data Scientist, you will work with experienced software solution and delivery teams who passionately believe in developing and delivering Advance Engineering Solutions that maximize outcomes for our customers.

Advance Digital Solutions responsible for the design, development, and delivery of solutions that deviate from standard product portfolio and require significant customization and product roadmap alignment. RDS services offerings are broadly classified into Integration and Migration solutions. Integration solution offers software and analytics development for industry specific customization such as process solutions as well as bringing unified user experience connecting GE and non-ge applications.

Migration solutions focused on resolving non-standard platform and data migration.

The team works in close partnership with the customers and the product development team to bridge the gap between customer requirements and standard products. RDS delivers tomorrow's solution today for our key customers.

Key outcome of RDS is in extending the value of current product portfolio and customizing based on unique needs, Development of new digital solution that does not currently exist in product portfolio. Enables GE providing a one-stop shop for standard and custom solutions. Provide digital expertise to support customer's team and build internal capability.

In this role, you will closely work with customers to understand and define their requirements, develop technical proposals and implement GE Vernova digital solutions. You will act as the technical expert in data science and predictive analytics contributing to software implementations, customizations, upgrades, and integration projects ensuring customer satisfaction while balancing scope versus project time and resource commitments.

The successful candidate will have an accomplished record of success in development, customization, integration of machine learning and AI software solutions in a power plant or process industry setting for understanding and optimizing asset performance, plant operations and maintenance strategy.

Job Description

In this role, you will:

* You will act as a technical expert on predictive analytics and machine learning / AI digital technologies for the organization, coordinating cross-organizationally and independently mentoring peers. This role requires deep domain knowledge in the application of these technologies to power plants and process industries.

In this role, you will
- * Develop, verify, and validate analytics to address customer needs on current implementations as well as evolving opportunities

* Work as part of a cross-functional implementation team to translate algorithms into customized analytics or products to support customer needs.

* Work in technical teams in development, deployment, and application of applied analytics, predictive analytics, and prescriptive analytics.

* Perform exploratory and targeted data analyses using descriptive statistics and other methods.

* Own the data quality assessment, data cleansing and data analytics. Communicate methods, findings, and hypotheses with stakeholders.

* Provide expert knowledge and experience to collaborate with the customer to convert business requirement to technical requirements, work with technical leader or director to estimate the technical effort required to implement complex software solutions, support in tender reviews and the development of scope of work.

* Drive technical analysis activities, such as requirements gathering and gap analysis of user requirements. find ways to bridge the gap through configuration, customization or enhancements.

* Contribute to the definition of GE Vernova Products and Solution architecture and development of detailed design specifications.

* Collaborate with Project Managers throughout the project to identify and scope application changes and propose solutions to help project manager determine the strategy and drive the change management process.

* The candidate must have the ability to analyze the data collected, participate in failure analysis (RCM, FMEA), make recommendations based on the findings and integrate these recommendations into the products or solutions being implemented.

* Participate in RCM/FMEA sessions and working with internal stakeholders / external customers to successfully implement these recommendations in their work management system.

* Train the client on work processes, software implementation of the work process and the application of the work process

* Work with cross-functional teams as required for the solution and implement processes to ensure best use of GE Vernova Digital Products and Services to meet project requirements.

* Engage throughout the full lifecycle of assigned projects, influencing decisions on architecture, design and functionality to keep projects on track in terms of budget, time, and customer expectations.

* Follow technical review processes and provide…