
Data Architect
5 days ago
We are seeking a highly skilled professional to lead the design, architecture, and deployment of large-scale ML, Deep Learning, and Generative AI systems across multiple domains.
The ideal candidate will have a proven track record in deploying AI solutions at scale, strong expertise in deep learning frameworks such as TensorFlow, PyTorch, and Hugging Face Transformers.
Key Responsibilities:
- Lead the design, architecture, and deployment of large-scale ML, Deep Learning, and Generative AI systems.
- Drive AI/ML strategy in alignment with organizational goals and Industry 4.0 initiatives.
- Architect and implement state-of-the-art Generative AI solutions including LLMs, VLMs, diffusion models, and multimodal systems.
- Oversee development of scalable ML pipelines, ensuring robustness, reliability, and efficiency.
- Provide technical leadership in MLOps, deployment strategies, and governance for AI models across edge and cloud.
- Collaborate with executive leadership, product managers, and domain experts to shape AI-driven innovation.
- Evaluate emerging research and technologies in AI/ML and recommend adoption strategies for enterprise-scale impact.
- Mentor, coach, and grow data scientists, ML engineers, and research teams.
Required Skills & Qualifications:
- Education: Master's/PhD in Computer Science, Data Science, AI/ML, or related field.
- Experience: 10+ years of experience in Machine Learning and Deep Learning with at least 3+ years in leadership roles.
- Proven track record in deploying AI solutions at scale across multiple domains (manufacturing, healthcare, finance, logistics, etc.).
- Strong expertise in deep learning frameworks such as TensorFlow, PyTorch, and Hugging Face Transformers.
- Hands-on experience with Generative AI models (LLMs, GANs, diffusion models, transformers, VLMs).
- Strong knowledge of model fine-tuning, transfer learning, RAG pipelines, and vector databases.
- Deep understanding of distributed systems, model optimization, and high-performance computing for AI workloads.
- Proven ability to architect AI solutions across cloud (AWS, Azure, GCP) and hybrid/edge deployments.
- Experience with MLOps (MLflow, Kubeflow, Docker, Kubernetes, CI/CD) and responsible AI practices.
Preferred Skills:
- Experience in Industry 4.0 use cases such as digital twins, predictive maintenance, robotics, and computer vision in industrial environments.
- Familiarity with Agentic AI frameworks, Model Context Protocol (MCP), and knowledge graph-based reasoning.
- Understanding of reinforcement learning, edge AI, and federated learning.
- Global experience working across geographies and diverse teams.
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