Research Scientist

4 weeks ago

Mountain View, California, United States Contextual AI Full time
About the Role

As a Research Scientist at Contextual AI, you will work on cutting-edge research and apply it to production systems for RAG 2.0. Your focus will include advanced document understanding, efficient chunking strategies, and multimodal extraction techniques.

Key Responsibilities
  • Conduct research in state-of-the-art retrieval augmented language models, fine-tuning, preference alignment, and document understanding algorithms.
  • Develop and implement advanced chunking strategies for efficient document processing and information retrieval.
  • Design and implement multimodal extraction techniques to process and analyze text, images, and other data types within documents.
  • Collaborate closely with ML researchers, product managers, and designers to understand requirements and translate them into technical solutions.
  • Integrate research into the product through Software Development.
  • Architect and build scalable and efficient backend services, APIs, and databases to support the platform's functionality and performance requirements.
  • Ensure seamless integration with machine learning models and pipelines.
  • Mentor and provide technical guidance to junior team members.
Requirements
  • Bachelor's degree in Computer Science, Software Engineering, or a related field. Master's or PhD preferred.
  • Detailed knowledge of machine learning concepts and frameworks, with experience in document understanding and natural language processing.
  • Familiarity with chunking techniques and their application in information retrieval and document understanding.
  • Experience with language modeling, document processing libraries, OCR technologies, and multimodal modeling data handling is a plus.
  • Strong proficiency in programming languages such as Python, JavaScript, or Java and in backend software development.
  • Strong problem-solving skills and the ability to work effectively in a fast-paced, collaborative environment.
  • Excellent communication and interpersonal skills.
What We Offer
  • Salary Range for California Based Applicants: $150,000 - $400,000 + equity + benefits.
  • Equal Employment Opportunity: Contextual AI provides equal employment opportunities to all qualified individuals without regard to race, color, religion, sex, gender identity, sexual orientation, pregnancy, age, national origin, physical or mental disability, military or veteran status, genetic information, or any other protected classification.

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