Socure · 1 day ago
Data Scientist II - Computer Vision
Socure is building the identity trust infrastructure for the digital economy, verifying identities in real time to prevent fraud. They are seeking a Data Scientist II with expertise in computer vision and deep learning to join their document verification team, where the individual will develop and improve machine learning models for various document verification use cases.
Artificial Intelligence (AI)Cyber SecurityFraud DetectionIdentity ManagementInformation ServicesInformation TechnologyMachine LearningPredictive Analytics
Responsibilities
Develop, maintain, and improve machine learning models for document verification use cases such as document classification, image quality assessment, field extraction, and fraud detection
Independently implement and evaluate deep learning architectures, including CNNs and transformer-based vision or multimodal models
Own well-defined components of end-to-end ML pipelines, including data preparation, model training, evaluation, and deployment to production
Perform in-depth error analysis, model diagnostics, and performance optimization, and propose data- or model-driven improvements
Contribute to technical design discussions, code reviews, and modeling best practices across the team
Write production-quality, maintainable code and contribute to shared ML tooling and infrastructure
Collaborate with engineering and product partners to ensure models meet product, performance, and reliability requirements
Qualification
Required
Bachelor's degree in Computer Science, Engineering, Data Science, or a related field, or equivalent experience, with 5 years or equivalent of professional experience in machine learning or data science
Strong proficiency in Python and hands-on experience with ML frameworks such as PyTorch or TensorFlow
Solid experience applying deep learning models (especially CNNs) in real-world computer vision systems, with working knowledge of transformer-based approaches
Strong understanding of model evaluation, experimentation, and ML fundamentals, including overfitting, regularization, and transfer learning
Experience with version control (Git), experiment tracking, and reproducible ML workflows
Ability to communicate technical ideas clearly and work effectively in a cross-functional team
Preferred
MS or Ph.D is a plus
Company
Socure
Socure is a predictive analytics platform for digital identity verification of consumers.
Funding
Current Stage
Late StageTotal Funding
$744.4MKey Investors
Accel,T. Rowe PriceCapital One VenturesAccel
2023-03-08Debt Financing· $95M
2021-11-09Series E· $450M
2021-06-03Series Unknown
Recent News
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