Lead Machine Learning Engineer
On-sitePorto Alegre, Rio Grande do Sul, Brazil
Job Summary
Architect, develop, and program integrated software solutions for the development, deployment, and lifecycle of machine learning models. Build and maintain robust data pipelines and monitoring systems in distributed computing environments while defining collection protocols and analyzing data sources. Develop, train, and evaluate models; create visualizations of data properties and model performance. Establish and optimize scalable processes for large-scale data operations to drive ML product improvements. Engage with business and analytics teams to translate data requirements into technical solutions leveraging machine learning principles. Collaborate with DevOps teams to integrate models into production systems and automate deployment processes. Validate, communicate, and monitor the delivery of customer requirements for AI/ML solutions. Participate in cutting-edge research in artificial intelligence and machine learning applications. Stay up-to-date with the latest advancements in machine learning and related technologies.
Required Qualifications
- Four-year or Graduate Degree in Computer Science, Statistics, Mathematics, Data Science, or any other related discipline or commensurate work experience or demonstrated competence
- 7-10 years of work experience, preferably in computer programming languages, machine learning, algorithms, statistical methods, or a related field
- AWS Certified Machine Learning Specialty
- Agile Methodology
- Algorithms
- Amazon Web Services
- Apache Spark
- Artificial Intelligence
- Automation
- Big Data
- C++ (Programming Language)
- Computer Science
- Data Science
- Deep Learning
- Java (Programming Language)
- Machine Learning
- Microsoft Azure
- Natural Language Processing
- Python (Programming Language)
- PyTorch (Machine Learning Library)
- Scikit-learn (Machine Learning Library)
- Software Engineering
- TensorFlow
- Effective Communication
- Results Orientation
- Learning Agility
- Digital Fluency
- Customer Centricity
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