Lead Data Scientist
Socure
This job is no longer accepting applications
See open jobs at Socure.See open jobs similar to "Lead Data Scientist" Two Sigma Ventures.Predictive analytics and machine learning power Socure’s groundbreaking technology and fuel our mission to verify 100% of good identities in real time and completely eliminate identity fraud on the internet.
Socure is the world leader in digital identity verification and fraud prevention. Our recent awards include Forbes 2022 America’s Best Startup Employers, The Forbes Cloud 100, The Deloitte Technology Fast 500, and Inc. 5000’s fastest growing companies.
Listen to why some of the world’s top technology investors see the enormous, transformative potential in Socure’s mission and products:
https://www.youtube.com/watch?v=ifM9_jPQCv8
The Computer vision team is responsible for building and maintaining computer vision solutions for document verification and fraud at Socure. If you enjoy building, optimizing, deploying, and maintaining pipelines and infrastructure for machine learning/deep learning lifecycle from data collection/analytics to scalable deployment. Or if you enjoy building tools for others, and have a nose for automating data science work, we’d love to meet and talk about your experiences!What You'll Be Doing:
- Develop machine learning solutions to solve challenging problems
- Design and implement robust and scalable systems and pipelines
- Build and maintain infrastructure in all aspects of the machine learning / deep learning lifecycle
- Demonstrate best practices in version control and continuous integration / delivery
- Own and drive initiatives from conception to completion and monitoring
- Collaborate with data scientists, engineers, product managers and other key stakeholders in a fast-paced cross-functional environment
- Advanced Degree in Computer Science or Related Field:
- Master’s or Ph.D. in computer science, data science, artificial intelligence, or a related field with a focus on computer vision or machine learning.
- Proficiency in Programming Languages:
- Strong programming skills in Python with extensive experience using libraries and frameworks such as PyTorch, TensorFlow, Keras, and OpenCV.
- 7-9 Years of experience in the following areas:
- Experience with Image and Video Analysis Techniques:
- Proven track record in implementing and optimizing computer vision algorithms related to object detection, image segmentation, video analysis, and face recognition.
- Experience with Multimodal Model:
- Demonstrated expertise in developing and integrating multimodal systems that leverage both visual and non-visual data (such as textual, layout, or tabular data) to enhance model performance and robustness in complex environments. This includes experience with fusion techniques for combining multiple types of data and applying these in practical, real-world applications.
- Machine Learning and Deep Learning Expertise:
- Deep understanding of machine learning algorithms including deep learning architectures like CNNs, RNNs, and GANs, specifically applied to computer vision.
- Data Handling Skills:
- Experience in handling, processing, and analyzing large datasets of images and videos, with a strong grasp of data augmentation and preprocessing techniques.
- Problem-Solving Skills:
- Strong analytical skills with the ability to develop and deploy CV models that solve complex problems in a variety of application areas such as autonomous driving, augmented reality, or medical image analysis.
- Collaboration and Communication:
- Excellent communication skills with the ability to work collaboratively in cross-functional teams to integrate computer vision systems into broader product offerings.
- Project Management Experience:
- Demonstrated experience in managing projects from inception to completion, delivering actionable solutions in a timely manner.
- Industry Experience:
- Prior work experience in industry applications of computer vision centric technology, such as in automotive, retail, healthcare, or security, is highly advantageous.
Socure is all about encouraging people to push the boundaries of what’s possible through top-tier performance, innovation, ownership, and shared expertise.
We empower excellence by providing great perks and benefits to both our fully remote employees in North America and our hybrid teams in India.
To learn more, check out Socure’s Career Page: https://www.socure.com/company/careers
Socure is an equal opportunity employer and value diversity of all kinds at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.
To learn more about how our work is changing the world, check out these articles and videos:
Socure is Forbes' 2022 Best Startup Employer: https://bit.ly/3fbNw8S
Socure Accelerates Onboarding for 50+ Crypto, Neobanks, and More: https://bit.ly/3dwN2K7
Socure's Impact on Financial Inclusion: https://www.youtube.com/watch?v=Y6nBc6s1wsU
Socure's Impact on Fraud Prevention: https://www.youtube.com/watch?v=M46UG8QyKe4
Archives & Press Releases: https://learn.socure.com/about/press-release
This job is no longer accepting applications
See open jobs at Socure.See open jobs similar to "Lead Data Scientist" Two Sigma Ventures.