drjobs Senior AI/ML Engineer

Senior AI/ML Engineer

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1 Vacancy
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Job Location drjobs

Minneapolis, MN - USA

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

Description

At Provation AI and machine learning are at the core of our innovation and success. We are seeking an experienced Senior AI/ML Engineer who will lead efforts to design build and maintain cuttingedge AIdriven solutions that enhance Provations products. The AI/ML Engineer will be responsible for developing scalable machine learning models optimizing AI architectures and ensuring seamless integration of AI solutions across various business functions.

Duties & Responsibilities:

  • Lead the endtoend development and deployment of advanced AI/ML models to support Provations product initiatives and platform capabilities.
  • Implement best practices in AI/ML model development including data preprocessing feature engineering model training and optimization.
  • Work closely with Product Management Data Scientists and Engineering to evaluate develop and maintain innovative AIpowered solutions.
  • Manage and scale data pipelines to support AI/ML workflows ensuring efficient data availability for training and inference.
  • Research and implement stateoftheart AI/ML techniques including deep learning NLP computer vision and generative AI.
  • Develop and manage MLOps workflows ensuring model monitoring retraining and governance in production.
  • Collaborate with DevOps and software engineering teams to deploy AI models in cloud environments including integration of AI/ML models with .NET microservices and Kubernetes
  • Ensure compliance with security ethical AI and regulatory requirements (e.g. HIPAA GDPR) when working with sensitive data.
  • Develop and implement methods to measure the accuracy and effectiveness of AI solutions ensuring continuous improvement and adherence to performance standards.
  • Participate in Agile development processes including daily standups sprint planning and code reviews.
  • Act as a thought leader by contributing to AI strategy roadmap development and innovation planning.

Education & Experience:

  • Bachelors or Masters degree in Computer Science Artificial Intelligence Machine Learning or a related field or equivalent experience.
  • 5 years of experience in AI/ML development with demonstrable impact on commercial software or products.
  • Strong proficiency in Python and experience with ML frameworks such as TensorFlow PyTorch or Scikitlearn.
  • Experience with generative AI and large language models (LLMs) including their development deployment and optimization.
  • Handson experience in building and optimizing deep learning models for NLP computer vision or timeseries forecasting.
  • Experience working with cloudbased AI/ML platforms (Azure ML Azure AI Foundry)
  • Solid understanding of data structures algorithms and distributed computing.
  • Deep understanding of MLOps tools and frameworks (MLflow Kubeflow Airflow etc.).
  • Experience with C# and .NET
  • Experience deploying AI/ML models in containerized environments (Docker Kubernetes) is a plus.
  • Strong understanding of AI ethics data privacy and security considerations.




Required Experience:

Senior IC

Employment Type

Full-Time

Company Industry

Department / Functional Area

Engineering

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