Advanced Data Architect

Há 3 dias

Vitória, Espírito Santo, Brasil beBeeMachine Tempo inteiro R$180.000 - R$250.000

Key Role:

  • We are seeking a seasoned Machine Learning Engineer to spearhead the design and deployment of advanced data architectures.

About the Position:

The ideal candidate will have a strong background in designing and implementing machine learning models, with a focus on scalability and efficiency.

Responsibilities:

  1. Design and implement data-architecture flow for real-time model endpoints and/or batch solutions.
  2. Develop domain-specific features to enhance model performance and robustness.
  3. Deploy machine learning models in production with a focus on scalability and efficiency.
  4. Monitor model performance, implement systems to monitor endpoints/feature health, and create model-retraining pipelines to boost performance.
  5. Design scalable architectures to support real-time/batch solutions, optimize algorithms and workflows for latency, throughput, and resource efficiency.

Requirements:

  • Bachelor's or Master's degree in CS/Engineering/Data-Science or other technical disciplines.
  • Solid experience in DS/ML engineering.
  • Proficiency in programming languages such as Python, Scala, or Java.
  • Hands-on experience in implementing batch and real-time streaming pipelines, using SQL and NoSQL database solutions.
  • Familiarity with monitoring tools for data pipelines, streaming systems, and model performance.

Preferred Skills:

  • Prior experience with ML applied to financial decision-making.
  • Prior experience with AWS Sagemaker and/or similar DS/ML workbench.
  • Proficiency in containerization and orchestration tools such as Docker and Kubernetes.
  • Feature store development and integration experience.

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