Visionary Data Architect

1 dia atrás

Vitória, Espírito Santo, Brasil beBeeMachineLearning Tempo inteiro R$2.500.000 - R$2.900.000

At the forefront of innovation, we're on a mission to redefine the payment landscape.

About the Role

We're seeking a visionary Machine Learning Engineer to spearhead model development and drive business outcomes. This individual will collaborate closely with cross-functional teams to implement AI-driven solutions for risk assessment and fraud prevention.

Duties and Responsibilities
  • Model Development and Optimization: Design and architect scalable data pipelines to support real-time model endpoints and batch solutions
  • Data Exploration and Feature Engineering: Craft domain-specific features that enhance model performance and robustness
  • Productionization of ML Models: Build and deploy machine learning models in production, focusing on scalability, efficiency, and release management
  • Monitoring, Maintenance & Improvement: Establish systems to monitor model performance, endpoint health, and business metrics; Develop model-retraining pipelines to boost performance
  • Scalable System Design: Design and implement architectures to support real-time/batch solutions; Optimize algorithms and workflows for latency, throughput, and resource efficiency
  • Innovation and Continuous Improvement: Conduct research and prototypes to explore novel approaches in ML engineering

The ideal candidate holds a degree in CS/Engineering/Data Science or related fields, possesses solid experience in DS/ML engineering, and is proficient in programming languages such as Python, Scala, or Java. Hands-on experience with implementing batch and real-time streaming pipelines, using SQL and NoSQL database solutions, is highly valued. Experience with AWS cloud services, CI/CD pipelines, infrastructure-as-code tools, and MLOps platforms like MLflow is also highly valued.

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