AIML Architect Job Description
An AI/ML Architect is a senior technical leader responsible for designing, implementing, and optimizing AI/ML systems and architectures that align with business objectives. This role bridges the gap between strategic vision and technical execution, ensuring scalable, secure, and efficient AI solutions.
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Core Responsibilities
· Strategic Planning & Architecture
o Define AI/ML architecture strategies aligned with organizational goals.
o Create roadmaps for AI adoption and integration across business units.
· System Design & Development
o Architect and deploy scalable AI/ML solutions using frameworks like TensorFlow, PyTorch, and LangChain.
o Implement LLM fine-tuning (SFT, DPO, PEFT, LoRA, QLoRA) and Retrieval-Augmented Generation (RAG).
· Collaboration
o Work closely with data scientists, engineers, and product teams to deliver AI-driven features.
o Ensure compliance with ethical standards and industry regulations.
· Performance Optimization
o Evaluate AI models using metrics like ROUGE, BLEU, and RAGAS.
o Continuously improve algorithms for accuracy and efficiency.
· MLOps & Deployment
o Implement CI/CD pipelines for AI/ML projects.
o Deploy solutions on cloud platforms (AWS, Azure, GCP) and containerized environments (Docker, Kubernetes).
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Required Skills
· Technical Expertise
o AI/ML algorithms: Regression, SVM, Decision Trees, XGBoost, Clustering.
o Generative AI, NLP, LLMs (GPT, BERT, Falcon).
o Vector databases (FAISS, ChromaDB, Pinecone).
o Programming: Python (TensorFlow, PyTorch, Scikit-learn), Flask/Django for AI UI.
· Cloud & DevOps
o AWS SageMaker, Azure OpenAI, MLOps practices.
· Soft Skills
o Strategic thinking, collaboration, problem-solving, and communication
Equal Opportunity Employer
We are an equal opportunity employer. All aspects of employment including the decision to hire, promote, discipline, or discharge, will be based on merit, competence, performance, and business needs. We do not discriminate on the basis of race, color, religion, marital status, age, national origin, ancestry, physical or mental disability, medical condition, pregnancy, genetic information, gender, sexual orientation, gender identity or expression, national origin, citizenship/ immigration status, veteran status, or any other status protected under federal, state, or local law.