Research Scientist
Salary undisclosed
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The Role
As we advance the development of InsurGPTTM, our next step involves incorporating multimodal functionality by combining computer vision and natural language understanding to deepen our document understanding capabilities. To accomplish this, we are searching for a passionate research scientist with expertise in the intersection of computer vision and LLMs. Your contributions will play a pivotal role in shaping the future of our automation product.
Responsibilities
Roots Automation is an Equal Opportunity Employer. All applicants will be considered for employment without attention to race, color, religion, sexual orientation, gender identity, national origin, veteran or disability status. Roots Automation is a progressive and open-minded workplace where we do not tolerate discrimination or harassment in any form. If you are smart, passionate and good at what you do, come as you are.
Roots Automation is also committed to providing reasonable accommodations to individuals with disabilities throughout the application process and employment. If you need assistance or an accommodation, please contact us for more information.
As we advance the development of InsurGPTTM, our next step involves incorporating multimodal functionality by combining computer vision and natural language understanding to deepen our document understanding capabilities. To accomplish this, we are searching for a passionate research scientist with expertise in the intersection of computer vision and LLMs. Your contributions will play a pivotal role in shaping the future of our automation product.
Responsibilities
- Conduct foundational research at the intersection of vision and language to build a model that can surpass state-of-the-art benchmarks in visual Q&A on documents
- Write production-grade code to translate research into product
- Enhance document understanding capabilities of InsurGPTTM
- Collaborate with cross-functional teams, including Product, Engineering, Annotations, and Customer Success, to develop end-to-end applications
- Ph.D. in Machine Learning or a related area
- Experience in generative AI and computer vision, preferably in multimodal deep learning
- A successful track record in research, preferably demonstrated by first-authored publications in top-tier AI conferences like NeurIPS, ICML, CVPR, etc
- Proficient in Python, PyTorch, and common ML modeling libraries
- Good written and verbal communication skills
- Contributions to large open-source ML projects (nice-to-have)
Roots Automation is an Equal Opportunity Employer. All applicants will be considered for employment without attention to race, color, religion, sexual orientation, gender identity, national origin, veteran or disability status. Roots Automation is a progressive and open-minded workplace where we do not tolerate discrimination or harassment in any form. If you are smart, passionate and good at what you do, come as you are.
Roots Automation is also committed to providing reasonable accommodations to individuals with disabilities throughout the application process and employment. If you need assistance or an accommodation, please contact us for more information.
The Role
As we advance the development of InsurGPTTM, our next step involves incorporating multimodal functionality by combining computer vision and natural language understanding to deepen our document understanding capabilities. To accomplish this, we are searching for a passionate research scientist with expertise in the intersection of computer vision and LLMs. Your contributions will play a pivotal role in shaping the future of our automation product.
Responsibilities
Roots Automation is an Equal Opportunity Employer. All applicants will be considered for employment without attention to race, color, religion, sexual orientation, gender identity, national origin, veteran or disability status. Roots Automation is a progressive and open-minded workplace where we do not tolerate discrimination or harassment in any form. If you are smart, passionate and good at what you do, come as you are.
Roots Automation is also committed to providing reasonable accommodations to individuals with disabilities throughout the application process and employment. If you need assistance or an accommodation, please contact us for more information.
As we advance the development of InsurGPTTM, our next step involves incorporating multimodal functionality by combining computer vision and natural language understanding to deepen our document understanding capabilities. To accomplish this, we are searching for a passionate research scientist with expertise in the intersection of computer vision and LLMs. Your contributions will play a pivotal role in shaping the future of our automation product.
Responsibilities
- Conduct foundational research at the intersection of vision and language to build a model that can surpass state-of-the-art benchmarks in visual Q&A on documents
- Write production-grade code to translate research into product
- Enhance document understanding capabilities of InsurGPTTM
- Collaborate with cross-functional teams, including Product, Engineering, Annotations, and Customer Success, to develop end-to-end applications
- Ph.D. in Machine Learning or a related area
- Experience in generative AI and computer vision, preferably in multimodal deep learning
- A successful track record in research, preferably demonstrated by first-authored publications in top-tier AI conferences like NeurIPS, ICML, CVPR, etc
- Proficient in Python, PyTorch, and common ML modeling libraries
- Good written and verbal communication skills
- Contributions to large open-source ML projects (nice-to-have)
Roots Automation is an Equal Opportunity Employer. All applicants will be considered for employment without attention to race, color, religion, sexual orientation, gender identity, national origin, veteran or disability status. Roots Automation is a progressive and open-minded workplace where we do not tolerate discrimination or harassment in any form. If you are smart, passionate and good at what you do, come as you are.
Roots Automation is also committed to providing reasonable accommodations to individuals with disabilities throughout the application process and employment. If you need assistance or an accommodation, please contact us for more information.