MLOps Engineer
3 weeks ago
Software Developer - MLOps
Description :
We are seeking a skilled MLOps Software Developer to enhance our team. This role involves building and optimizing our machine learning infrastructure, developing deployment pipelines, and ensuring seamless integration of ML models into production systems. You will collaborate closely with AI and Product Engineers and staff from other functional roles across multiple projects.
Responsibilities :
- Construct CI/CD pipelines for machine learning systems.
- Create applications leveraging large language models (LLMs).
- Collaborate with cross-functional teams for scalable and maintainable machine learning solutions.
- Monitor and manage infrastructure and applications to maximize efficiency and performance.
- Utilize AWS cloud services for deploying and managing machine learning models.
- Maintain version control and manage source code with Git.
- Bachelor's degree in computer science, Engineering, or a related field.
- Experience with machine learning (Pytorch, Open CV) operations and software development.
- Proficiency in AWS cloud services (ECS, EC2, Load Balancer, Sagemaker, S3, etc.,) CI/CD methodologies, and Git.
- Familiarity with front-end development, particularly with JavaScript and the
- React framework, to collaborate effectively with front-end teams and integrate ML models into user facing applications
- Experience in Docker Containerization is required.
- Exposure to Natural Language processing (NLP) is a plus.
- Ability to work independently and as part of a team.
- Excellent communication and interpersonal skills
- Demonstrated problem-solving skills and ability to learn quickly.
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