Avalara - AI & Machine Learning Engineer for Document Intelligence
1 month ago
We are seeking an experienced AI & Machine Learning Engineer to join our dynamic team at Avalara Technologies Pvt. Ltd. This role is crucial for automating workflows and enhancing the efficiency of partner teams.
Key Responsibilities:
- Develop machine learning models focusing on document intelligence revolving around document entity extraction, document classification, and object detection.
- Conduct in-depth analysis, feature engineering, and optimization to improve model performance.
- Make informed data-driven decisions by interpreting test results and performance metrics to help steer experimental efforts.
- Follow best practices and established standards for the development and deployment of REST APIs, ensuring seamless integration and functionality.
- Build on top of the foundational MLOps framework to manage model serving, dataset versioning, and lifecycle processes.
- Leverage best practices in software development, including Continuous Integration/Continuous Deployment (CI/CD) along with appropriate functional and unit testing in place.
- Write, review, and maintain high-quality code that meets industry standards, contributing to the project's technical excellence.
- Lead code review sessions, ensuring good code quality and documentation.
- Mentor junior engineers, encouraging a culture of collaboration and technical excellence.
- Collaborate with teams to develop, test, and deploy integrations.
- Demonstrated skills in machine learning, with a focus on document processing applications in real-world scenarios.
- Capability to navigate complexities with the data and systems.
- Inspire creativity by researching and applying the latest technologies and methodologies in machine learning and software development.
Requirements:
- Bachelor's degree in Computer Science, Artificial Intelligence, or Machine Learning. A Master's degree is desirable.
- 8+ years of experience in software development within production environments, along with experience building Machine Learning models.
- Proficiency working in cloud computing environments, machine learning frameworks, and software development best practices.
- Demonstrated ability to keep up with technological advancements and apply them.
- Familiarity with algorithms and data structures.
- Analytical, design, and debugging skills.
The estimated salary for this position is between $140,000 and $180,000 per year, depending on experience and qualifications.
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