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Medium competition due to common ML/Python skillset and UST's recognizable brand, despite seniority and non-metro location.
High because ML/AI engineering and model deployment skills are domain-specific and less transferable.
High due to explicit 8+ years requirement plus mandatory Python and ML experience.
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Design, develop, and maintain scalable Python applications integrated with AI/ML models for enterprise use.
Build, train, optimize, and integrate AI/ML models addressing real-world business use cases.
Collaborate with data scientists, architects, and business teams; participate in code reviews, deployment, and ensure coding and security standards.
8+ years work experience with at least 5 years specifically as Python + AI Developer.
Strong hands-on Python programming skills and experience with AI/ML concepts including supervised and unsupervised learning.
Experience with Python libraries like NumPy, Pandas, scikit-learn, SQL and relational databases.
Bachelor's degree in Computer Science, IT, Engineering, or related field.
Experienced in end-to-end AI/ML model lifecycle including data preprocessing, feature engineering, evaluation, and deployment.
Comfortable working in agile, cross-functional teams bridging technical and business stakeholders.
Familiarity with REST API development and deployment workflows, plus exposure to cloud platforms and containerization is preferred but not mandatory.