Machine Learning Engineer
1 semana atrás
We are seeking a skilled AI/ML Engineer with a strong understanding of Machine Learning Ops and its application in AI and machine learning environments.
About the Role:The successful candidate will be working on various AI/ML projects in multiple industries to serve customer needs and requirements. Our team will work with various industry-standard data streams and create unique ways to analyze and process data for AI/ML methods.
Key Responsibilities:- Implement MLOps practices to automate and improve the process of machine learning model development.
- Develop, test, and maintain robust AI pipelines using Python.
- Collaborate with data scientists and machine learning engineers to understand their requirements and translate them into effective code.
- Ensure the scalability and reliability of AI pipelines across various platforms and environments.
- Implement and ensure best security practices.
- Monitor AI systems and pipelines to ensure they meet performance standards.
- Stay updated with the latest industry trends and technologies to ensure our systems remain current.
- Bachelor's degree in Computer Science, Engineering, or a related field.
- Proven experience as a Python Developer, with a focus on AI or machine learning applications.
- Production-level experience in building/architecting data pipelines.
- Strong knowledge of Machine Learning Ops practices and tools.
- Working knowledge with AWS services such as IAM, VPC, S3, Lambda's, EC2, and ECS.
- Working and programming knowledge with Airflow.
- Knowledge of Grafana or other dashboarding tools preferred.
- Experience or knowledge with MS Azure DevOps CI/CD processes and Agile/Scrum development processes.
- Strong communication skills and the ability to work effectively in a scrum team environment.
- Excellent problem-solving, troubleshooting skills, and attention to detail.
- Knowledge of SAFe mindset, best practices, and IT operations in an always-up, always-available service.
Language: English, Portuguese
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