AIML Architect

Overview

BASED ON EXPERIENCE
Contract - Independent
Contract - W2

Skills

AI
ML
LLM
NLP

Job Details

APN Consulting, Inc. is a progressive IT staffing and services company offering innovative business solutions to improve client business outcomes. We focus on high impact technology solutions in ServiceNow, Fullstack, Cloud & Data, and AI / ML. Due to our globally expanding service offerings we are seeking top-talent to join our teams and grow with us.
AIML Architect
Contract
remote


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, Google Cloud Platform) 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.

We are committed to fostering a diverse, inclusive, and equitable workplace where individuals from all backgrounds feel valued and empowered to contribute their unique perspectives. We strongly encourage applications from candidates of all genders, races, ethnicities, abilities, and experiences to join our team and help us build a culture of belonging.
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