AI/ML Architect
$70 per hourISHR
About the job AI/ML Architect
Job Title: AI/ML Architect
• Collaborate with cross-functional teams to understand business objectives and requirements.
• Design end-to-end AI/ML architectures that align with business goals and scalability requirements.
• Evaluate and select appropriate technologies and frameworks for implementation.
• Lead the development and implementation of state-of-the-art AI/ML models.
• Utilize Python and other relevant tools to build and optimize machine learning algorithms.
• Ensure models are accurate, efficient, and scalable for deployment in production environments.
• Work closely with data engineers to ensure the availability of high-quality, clean, and relevant data.
• Develop and implement data pre-processing and feature engineering pipelines.
• Implement monitoring systems to track the performance of deployed models.
• Identify opportunities for optimization and improvement in model accuracy and efficiency.
• Collaborate with cross-functional teams, including data scientists, engineers, and business stakeholders.
• Document architecture, design decisions, and code to ensure knowledge transfer and maintainability. Qualifications:
• Master's or Ph.D. in Computer Science, Data Science, or related field.
• Proven experience as an AI/ML Architect with a focus on Python-based solutions.
• Strong expertise in machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn.
• Experience with designing and implementing end-to-end machine learning pipelines.
• Proficiency in data processing, feature engineering, and model deployment.
• Excellent communication skills and the ability to collaborate effectively with cross-functional teams.
• Demonstrated problem-solving and critical-thinking skills. Preferred Skills
• Experience with cloud platforms such as AWS, Azure, or Google Cloud.
• Knowledge of containerization technologies (Docker, Kubernetes).
• Familiarity with deep learning techniques and frameworks.
• Previous experience in industries such as healthcare, finance, or manufacturing is a plus.
Vacancy posted 5 days ago
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