Data Scientist II - Computer Vision

Socure; United States; On-site; USD 140,000 - 170,000; Full time

Job summary

Socure is looking for a Data Scientist II to join their document verification team in the United States. The role involves developing and improving ML models for document-related tasks using deep learning techniques. Candidates should have a strong background in Python and experience with frameworks like PyTorch or TensorFlow. With a compensation range of $140K – $170K, this position offers a chance to work independently on impactful ML models in a collaborative environment.

Qualifications

• 5 years experience in machine learning or data science.
• Strong proficiency in Python and hands-on experience with ML frameworks.
• Solid experience with CNNs in real-world computer vision systems.

Responsibilities

• Develop and maintain ML models for document verification.
• Implement and evaluate deep learning architectures.
• Perform model diagnostics and performance optimization.

Skills

Python

Deep learning models

Computer vision

ML frameworks (PyTorch/TensorFlow)

Model evaluation

Version control (Git)

Cross-functional collaboration

Education

Bachelor’s degree in Computer Science, Engineering, or related field

Job description

About The Role

We are seeking a Data Scientist II with strong experience in computer vision and deep learning to join our document verification team. This role is intended for an experienced individual contributor who can work independently on production ML models, own well-scoped modeling initiatives, and contribute to technical decision-making—while partnering closely with senior data scientists and engineers. You will help build and improve ML systems that analyze identity and document images at scale and play an active role in evolving our modeling approaches and infrastructure.

What You'll Do

• 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.

What You Bring

• 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. MS or Ph.D. is a plus.
• 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.

We are unable to provide employer support for H1, F1, or OPT visas at this time or in the future.

Socure is an equal opportunity employer that values diversity in all its forms within our company. We do not discriminate based on race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.

If you need an accommodation during any stage of the application or hiring process—including interview or onboarding support—please reach out to your Socure recruiting partner directly.

Compensation Range: $140K – $170K