ML Solution Architect at AGDATA designing and implementing AI/ML solutions for agriculture industry clients. Leading engineering teams and ensuring compliance across ML deployments in a fast-paced environment.
Responsibilities
Architect end-to-end AI/ML solutions including data pipelines, model deployment, cloud-native integrations, and enterprise-grade infrastructure.
Lead technical design reviews, mentor engineering teams, and evaluate new AI/ML technologies (LLMs, RAG, AutoML).
Drive POCs and convert prototypes into production-grade models using TensorFlow, PyTorch, LangChain, and modern cloud platforms (AWS, GCP, Azure).
Develop APIs and microservices enabling seamless integration of AI capabilities into products.
Implement strong MLOps practices—CI/CD for ML, automated retraining, model performance monitoring, and governance.
Partner with data engineering to ensure robust pipelines, high-quality data, lineage, and feature engineering standards.
Collaborate with product, engineering, consulting partners, and business stakeholders to align solutions with strategic goals.
Advocate for responsible AI practices, explainability, ethical deployment, and build reusable frameworks/architectures.
Requirements
15+ years of development experience, with at least 7+ years in AI/ML and 4+ Years in ML solution architecture.
Strong experience with enterprise architecture frameworks, design patterns, cloud‑native architectures, and modern integration approaches.
Proven ability to design, build, and deploy systems using diverse model types (language, vision, traditional ML) and the supporting infrastructure.
Skilled across multiple programming languages, major cloud platforms (AWS/GCP/Azure), and architectural modelling tools.
Background in consulting or prior roles with cloud providers (AWS/GCP), or a senior ML engineer/solution architect who has grown into a broader architectural role.
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