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Machine Learning Engineer at Mindera | Remote

MinderaRemote — Blumenau, State of Santa Catarina, Brazil
Remote Full-time

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Experience Level

Mid to Senior

Qualifications

Qualifications:5+ years of experience as a Machine Learning Engineer. Proficient in supervised and unsupervised learning, survival analysis, time series modeling, and statistical forecasting. Expertise in building predictive models utilizing behavioral data (e.g., churn prediction, user journey mapping, sales forecasting). Strong background with ML frameworks such as TensorFlow, PyTorch, and Scikit-Learn. Experience in model training, versioning, and monitoring. Solid understanding of MLOps practices including CI/CD, Docker, Kubernetes, Airflow, SageMaker, and MLflow. Business-oriented mindset with the ability to connect model outcomes to product and strategic objectives.

About the job

Join our innovative team at Mindera as a Machine Learning Engineer, where you will collaborate closely with our ML Architect to enhance machine learning frameworks including TensorFlow, Scikit-Learn, and PyTorch, as well as our experimentation platform and tools.

Key Responsibilities:

  • Design and implement large-scale distributed machine learning systems that are scalable, efficient, and reliable.
  • Work with cross-functional teams to deploy and integrate machine learning models.
  • Engage with business units to address their machine learning needs and contribute to the cross-business ML portfolio.
  • Optimize feature extraction, transformation, and selection processes.
  • Manage feature stores for reuse across different ML pipelines.
  • Ensure the machine learning platform is scalable, reliable, cost-effective, and user-friendly.
  • Contribute to the evaluation and adoption of new technologies and tools to enhance our machine learning capabilities.

About Mindera

At Mindera, we leverage technology to create products we are proud of, collaborating with a team we cherish. Our core focus lies in Software Engineering Applications, encompassing both Web and Mobile development. We partner with clients to comprehend their products, delivering high-performance, resilient, and scalable software solutions.

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