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AI / ML Architect

AI / ML Architect

Lexes Technologiesbangalore, karnataka, in
2 days ago
Job description

We are looking for a seasoned AI Solutions Architect with 10+ years of experience who can lead the design, development, and deployment of modern AI systems — from GenAI to distributed ML pipelines.

This role requires a strong mix of architecture, hands-on engineering, leadership, and innovation.

🔧 What You Will Work On

You will lead and architect :

  • Full-stack AI / ML systems using React / Angular, Python / Node.js, APIs, RAG, and agentic frameworks (LangChain, AutoGen)
  • Distributed, event-driven, microservice-based AI pipelines on Azure (primary) & AWS
  • Advanced ML / DL models — GPT, BERT, CNNs, RNNs, GANs, multimodal AI
  • RAG systems, prompt engineering, few-shot learning, LLM optimization
  • Data workflows using Spark, Pandas, MLFlow; feature engineering & augmentation
  • Model observability, drift detection, monitoring (Prometheus, Grafana)
  • High-performance inference with quantization / pruning
  • AI security, compliance (GDPR, HIPAA, ISO 27001), RBAC, encryption
  • Architecture leadership, PoCs, feasibility assessments & cost evaluations
  • Clear communication of complex AI concepts across teams

🎓 What You Bring

  • Bachelor’s / Master’s in CS / DS or related field
  • 10+ years in as ML a architect & enterprise-grade solution delivery
  • 5+ years designing & deploying advanced AI / ML systems
  • Expertise in GenAI, ML, transformer models, deep learning, multimodal AI
  • Strong Python + TensorFlow / PyTorch / HuggingFace / MLFlow skills
  • Experience with microservices, Docker, Kubernetes, Azure / AWS
  • Understanding of CI / CD, model observability & performance tuning
  • Expertise in AI security, responsible AI, federated learning
  • Proven leadership, mentoring, and cross-functional collaboration
  • ⭐ Preferred Skills

  • MLOps with Azure DevOps
  • Architect certifications (AZ-305, AWS SA)
  • Strong problem-solving, analytical thinking & communication skills
  • Track record of delivering GenAI / ML solutions from concept to production
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    Architect • bangalore, karnataka, in

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