Artificial Intelligence Solutions Architect

3 days ago

erode, India beBeeGenerativeai Full time

Artificial Intelligence EngineerWe are seeking a forward-thinking Architect to lead the development of cutting-edge artificial intelligence solutions for various industries. This role requires expertise in deep learning models, data analysis, and complex system architecture.Solution Design & EvaluationDesign and evaluate end-to-end AI systems for R&D applications such as predictive analytics, natural language processing, and computer vision.Evaluate multiple solution approaches (e.g., supervised vs. unsupervised learning) and recommend optimal paths based on scalability, cost, and data sensitivity.Document architectural decisions with rationale, trade-offs, and risk assessments.Handle diverse data sources: structured & unstructured data, text files, images, and audio files.Provide insights on implementing use cases via Explainable AI.Technology Stack SelectionSelect and justify AI frameworks (e.g., TensorFlow, PyTorch, Scikit-learn) based on application fit, latency, cost, and integration capabilities.Recommend cloud platforms (AWS, Azure) and orchestration tools (e.g., Kubernetes, Airflow) for scalable deployment.Ensure compatibility with enterprise systems like SAP PLM, LIMS, and SharePoint.Edge Case Handling & RobustnessIdentify and address edge cases such as biased data, overfitting, and model drift.Implement fallback mechanisms, confidence scoring, and human-in-the-loop workflows.Design monitoring and feedback loops to continuously improve model performance and reliability.Stakeholder EngagementCollaborate with R&D scientists, IT teams, and business leaders to align solutions with strategic goals.Lead workshops to gather requirements, validate prototypes, and drive adoption.Communicate complex AI concepts in business-friendly language.Governance & ComplianceEnsure solutions adhere to data governance, privacy, and regulatory standards.Define model auditability, explainability, and ethical AI practices.Innovation & Capability BuildingStay current with AI advancements and emerging tools.Mentor teams on model training, hyperparameter tuning, and responsible AI.Contribute to internal knowledge bases and reusable solution assets.The ideal candidate has:10+ years of experience in solution architecture, with 3+ years in AI/ML.Proficiency in Python, cloud platforms, and ML frameworks.Excellent analytical, communication, and stakeholder management skills.Bachelor's/Master's in Computer Science, Engineering, or related field.

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