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Ventures Unlimited Inc. Logo
AI/ML Architect

Ventures Unlimited Inc.

 

Minneapolis, MN, USA

Posted On: 2 days ago
Experience: 10+ years
Availability: Hybrid
Openings: 1
Category: AI/ML Architect
Tenure: Full-time Only
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Description

You will design, architect, and deploy machine learning solutions from concept to production within the existing IT landscape.

This role is on-site.

Responsibilities

  • Operationalize AI by mapping business requirements to technical implementations and selecting appropriate technologies.
  • Design and set up AI/ML processing environments within the current integration infrastructure.
  • Audit AI solutions for scalability, security, and architectural integrity in cloud-first enterprise environments.
  • Evaluate technologies based on functional and non-functional requirements, ensuring modularity for seamless replacement.
  • Mentor technical teams and translate complex requirements into technical roadmaps.

Required Skills

  • 10+ years of experience architecting and deploying machine learning solutions.
  • Deep knowledge of statistical methods: Linear/Logistic Regression, Time Series Analysis, Clustering, and PCA.
  • Expertise in ML techniques: Random Forest, SVM, and Gradient Boosting/XGBoost.
  • Experience with Deep Learning: RNNs, CNNs, and Transformer architectures for NLP and Computer Vision.
  • Hands-on experience with Generative AI, including RAG, Agentic Workflows, Graph RAG, and Model Tuning.
  • Proficiency in data preprocessing, feature engineering, EDA, and data visualization.
  • Extensive experience with MLOps, Cloud Security, and Cloud Computing.
  • Bachelor’s or Master’s degree in Computer Science, IT, or a related field.

Preferred Skills

  • Experience with Domain Driven Design and implementing automation strategies in large-scale organizations.
  • Ability to manage multiple large-scale technology initiatives concurrently.

Education

BACHELOR OF COMPUTER SCIENCE

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