About the job AI Specialists
AI and Machine Learning Development:
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Design, develop, and deploy AI/ML models and algorithms to solve complex business problems.
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Conduct exploratory data analysis to identify trends, patterns, and insights relevant to decision-making.
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Develop predictive and prescriptive models to support strategic planning and operational improvements.
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Apply decision science frameworks to improve processes, optimize resources, and enhance decision-making.
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Use advanced techniques like optimization, simulation, and scenario analysis to support business planning.
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Translate business challenges into mathematical models and actionable insights.
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Collaborate with data engineers to prepare, clean, and manage large datasets for AI/ML model training.
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Ensure data integrity, accuracy, and compliance with organizational and regulatory standards.
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Deploy AI/ML solutions into production environments and monitor performance.
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Develop and deploy AI solutions for automation, optimization, and intelligent decision-making.
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Architect and optimize AI pipelines, ensuring high performance and low latency.
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Implement MLOps best practices for AI model deployment and monitoring.
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Collaborate with software developers to embed AI into software development processes.
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Maintain AI infrastructure and ensure continuous model improvement and retraining.
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Research and integrate emerging AI technologies into enterprise software applications.
Competencies:
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Proficiency in Python, Java, C++, or similar programming languages.
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Hands-on experience with ML frameworks (TensorFlow, PyTorch, Scikit-learn).
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Expertise in cloud-based AI platforms and containerization (Docker, Kubernetes).
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Strong understanding of MLOps, DevOps, and CI/CD pipelines for AI model integration.
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Experience with AI governance, security, and ethical AI considerations.
Educational / Experience Requirements:
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Engineering/IT degree or Diploma
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5+ years of experience in AI/ML model deployment and software engineering.
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Proven track record of delivering AI-driven solutions.