Socure - Data Scientist II
Requirements
• 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. • Please note, we are unable to provide employer support for H1, F1, or OPT visas now or in the future.
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.
Benefits
• DS II Range $140K – $170K • Offers Equity • Offers Bonus • This is a base salary range for this job based on the job requirements. • Base pay is only one component of Socure's compensation and our total rewards package includes equity, benefits, and an annual bonus or a commission plan. • annual bonus • commission plan. • Upload your resume here to autofill key application fields. • Drop your resume here! • Parsing your resume. Autofilling key fields... • or drag and drop here • Mark No: Candidates on F1, OPT, or H1 visas that will require sponsorship now or in the future. • Computer Vision, Deep Learning, and Transformers are a requirement for this opening! • Unfortunately we are unable to hire employees living in these states. • Socure's Recruiting Privacy Policy • We like to get together in person when possible! Eligible Hub Locations: • San Francisco, CA • Decline to self-identify • Hispanic or Latino - A person of Cuban, Mexican, Puerto Rican, South or Central American, or other Spanish culture or origin regardless of race. • Hispanic or Latino • White (Not Hispanic or Latino) - A person having origins in any of the original peoples of Europe, the Middle East, or North Africa. • White • Black or African American (Not Hispanic or Latino) - A person having origins in any of the black racial groups of Africa. • Black or African American • Native Hawaiian or Other Pacific Islander (Not Hispanic or Latino) - A person having origins in any of the peoples of Hawaii, Guam, Samoa, or other Pacific Islands. • Native Hawaiian or Other Pacific Islander • Asian (Not Hispanic or Latino) - A person having origins in any of the original peoples of the Far East, Southeast Asia, or the Indian Subcontinent, including, for example, Cambodia, China, India, Japan, Korea, Malaysia, Pakistan, the Philippine Islands, Thailand, and Vietnam. • Asian • American Indian or Alaska Native (Not Hispanic or Latino) - A person having origins in any of the original peoples of North and South America (including Central America), and who maintain tribal affiliation or community attachment. • American Indian or Alaska Native • Two or More Races (Not Hispanic or Latino) - All persons who identify with more than one of the above five races. • Two or More Races • Hispanic or Latino • White (Not Hispanic or Latino) • Black or African American (Not Hispanic or Latino) • Native Hawaiian or Other Pacific Islander (Not Hispanic or Latino) • Asian (Not Hispanic or Latino) • American Indian or Alaska Native (Not Hispanic or Latino) • Two or More Races (Not Hispanic or Latino) • I identify as one or more of the classifications of protected veteran listed above • I am not a protected veteran
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