
Artificial Intelligence/Machine Learning Architect
4 days ago
Seeking a seasoned AI/ML practice lead who combines deep expertise in machine learning with strong solutioning skills.
We're looking for an architect who can engage clients, design scalable AI/ML solutions and lead or contribute to technical implementation.
Key Responsibilities:- AI/ML Architecture & Hands-on Delivery
Design and implement end-to-end machine learning systems (data ingestion, feature engineering, model development, deployment, monitoring). Write clean, production-grade code for ML pipelines, APIs, and utilities. Develop and fine-tune models using Scikit-learn, TensorFlow, PyTorch, or Hugging Face. Design solutions for GenAI, NLP, computer vision, and recommendation systems.
- Pre-Sales & Solution Engineering
Collaborate with sales teams to understand client needs and propose ML/AI solutions. Lead technical discovery, workshops, and PoC scoping sessions. Respond to RFPs/RFIs with solution architecture, estimation, and tech write-ups. Prepare and deliver engaging demos and technical presentations to CXOs and IT leaders.
- Cloud & MLOps Integration
Architect solutions using cloud platforms (GCP, AWS, Azure). Deploy ML models using containerization and orchestration tools. Implement MLOps workflows: model versioning, CI/CD pipelines, monitoring, and retraining.
- Leadership & Collaboration
Provide mentorship and technical guidance to junior data scientists and engineers. Stay current with advancements in AI/ML, GenAI, and tooling. Support delivery teams during project execution as a solution overseer or active contributor.
Required Skills:- Machine Learning & AI
Strong grounding in ML fundamentals, supervised/unsupervised learning, and deep learning. Practical experience with NLP, GenAI (e.g., LLMs, RAG), time series, or image processing.
- Programming (Python-first)
Expert in Python for data science and backend integration. Familiar with Jupyter, Pandas, NumPy, Scikit-learn, PyTorch/TensorFlow, Hugging Face. Experience building APIs with FastAPI/Flask and integrating ML into applications.
- Cloud & MLOps
Hands-on experience with cloud platforms and MLOps tools: GCP Vertex AI, AWS SageMaker, Azure ML, MLflow, Kubeflow, Airflow, GitHub Actions, Docker, Kubernetes.
- Pre-Sales & Client Engagement
Experience leading technical discovery, PoCs, RFP responses, and stakeholder presentations. Ability to translate business problems into AI/ML solutions and articulate ROI.
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