AI Architect

Function: Technical

Level: AI Architect

Experience Required: 10-15 years

Employment Type: Full time

Location: Bangalore (Remote)

At mea Platform, we’re transforming the insurance industry through innovation, collaboration, and empowerment. Our mission is to drive meaningful change by leveraging cutting-edge technology, fostering a culture of excellence, and delivering customer-centric solutions that reshape the future of insurance.

Job Overview

AI architect will be responsible for designing, develop, and oversee the implementation of advanced machine learning algorithms and frameworks to extract structured and unstructured data from various document formats such as PDFs, excel sheets, word documents, and other sources. You will collaborate closely with cross-functional teams to build robust and scalable data extraction solutions that power our AI applications.

Reports to Project Manager

Responsibilities

Architect scalable end-to-end solutions for data extraction from documents, PDFs, word document, excel sheets, and other formats using machine learning techniques. Design scalable and efficient algorithms to handle diverse data sources and formats.
Develop machine learning models, NLP algorithms, and data processing pipelines to extract and transform data into structured formats. Utilize techniques such as text recognition, entity extraction, and semantic analysis to enhance data extraction accuracy.
Collaborate with software development teams to integrate data extraction models into production systems and AI pipelines. Ensure seamless integration, compatibility, and performance optimization within the overall architecture.
Conduct rigorous testing and validation of data extraction models to ensure accuracy, reliability, and compliance with project requirements. Implement monitoring and feedback mechanisms to continuously improve model performance.
Create comprehensive documentation for data extraction models, including architecture diagrams, model specifications, and best practices. Provide guidance and support to teams for implementing and maintaining data extraction modules.
Evaluate new tools, frameworks, and methodologies that can enhance the project’s architecture and overall success.

Skills

Proficiency in relevant programming languages, frameworks, and technologies.
excellent problem-solving skills and the ability to analyze complex systems and architectural issues.
Ability to prioritize tasks, manage deadlines, and deliver high-quality results within time constraints.
Promote and foster collaboration and engagement with all team members.

Education and Experience

Bachelor’s degree in technology
10+ years of experience, Machine Learning Engineer, AI Architect, or similar role with a focus on data extraction from documents.
Prior experience in MLOps and CI/CD for ML model deployment.
Hands-on experience with OCR libraries (e.g., Tesseract, PyOCR), OpenCV, layout analysis models (e.g., LDA, CNN-based models), and object detection frameworks (e.g., YOLO, SSD).
Experience with LLMs (GPT-4, BERT, LLaMA) for text-based data processing.

Location

Bangalore (Remote), India

Ready to make an impact?

Join us on our journey to revolutionize insurance.