For Employers
Machine Learning Architect


Schlumberger
12 days ago
Posted date
12 days ago
N/A
Minimum level
N/A
OtherJob category
Other
Develop data preprocessing, cleansing, and augmentation strategies to improve model performance. Ensure that machine learning models are transparent and interpretable by utilizing explainable AI techniques. Develop methods to interpret model predictions and comprehend model behavior, especially in high-stakes or regulated domains. Design GPU optimized model pipelines to efficiently process diverse data modalities, including images, vectors, and 3D assets. Design internal AI platforms and frameworks for model inference and deployment and develop highly scalable and resilient systems to efficiently handle large-scale machine learning workloads. Collaborate closely with cross-functional teams of data scientists, software engineers, and product managers to employ innovative architectures and cutting-edge techniques to develop optimized solutions for business problems and offer technical leadership to ensure alignment with organizational goals. Master's degree, or foreign educational equivalent, in Computer Science, Mathematics, Physics, Applied Science, or a related STEM field, plus 2 years of post-baccalaureate experience in job offered or any Machine Learning/engineering related job titles. Applicants must have 2 years of experience in the following: (1) data analytics, developing Machine Learning (ML) algorithms, optimization methods, and Deep Learning (DL) and Neural network libraries to optimize neural networks and train and evaluate different models; (2) Natural Language Processing, Computer Vision Technologies, Reinforcement learning, and semi-supervised learning; (3) Software development and programming skills with databases and ML frameworks; (4) data science development tools and languages including R, Python, Java, TensorFlow, PyTorch, Flask; (5) developing technologies for inference, predictive modeling, general-purpose data-driven modeling, and optimization of systems; (6) Generative AI technologies and Foundational Models; and (7) processing multivariate data sets collected from equipment operations, manufacturing tests, and diagnostic routines.
Related tags
-
JOB SUMMARY
Machine Learning Architect
Schlumberger
Menlo Park
12 days ago
N/A
Full-time

Machine Learning Architect