What are the responsibilities and job description for the Senior Data Solution Architect position at Schlumberger?
Full-time or part-time : Full-time
Job title : Software Architect / Senior Data Solution Architect
Job Location : 1430 Enclave Parkway, Houston, TX 77077
Job Description :
Collaborate with stakeholder to define and refine the organization's AI strategy. Collaborate with the Product Software Architect to define and implement the Product Line roadmap and AI strategy. Architect, design and implement compelling technical solutions in the areas of ML / AI. Provide technical leadership and guidance to the development team. Lead the development of prototypes and proof-of-concepts (POCs) to demonstrate the feasibility and potential of AI solutions. Develop and maintain the AI model architectural artifacts for a project prior to the feasibility launch, consisting of design model, architecture document, architectural bootstrapping session, assessment and working prototype of a candidate architecture. With the Project Manager and Product Champion, ensure that the AI solutions and architecture address product development and business goals. Ensure that the product development team implements the AI product architecture properly. Utilize the concept of Machine Learning Operations (MLOps) with Data Science platforms such as Dataiku to automate and standardize processes across the Machine learning (ML) lifecycle.
Minimum Education & Experience Requirements :
Master's degree in Business Analytics, or Computer Science, or Electrical Engineering, or related STEM field, or foreign educational equivalent plus 3 years of experience in job offered or Artificial Intelligence / Data Science related job titles. Applicants must possess 3 years of experience with the following : Deep learning; Machine learning; Machine Learning Operations (MLOps) and Data science platforms including Dataiku; Python; MySQL; MLflow; Deep learning framework including PyTorch, Keras, and Tensorflow; Cloud environments including Google Cloud Platform (GCP).