Senior AI/ML Engineer - Generative AI & LLM Pipelines

Cloud Analytics Technologies, LLC; Boston (MA); On-site; USD 170,000 - 210,000; Full time

Job summary

Cloud Analytics Technologies, LLC seeks a Senior AI/ML Engineer to lead design and implementation of advanced AI/ML solutions for enterprise applications. You will drive model development, optimize pipelines, and integrate intelligent capabilities into production systems.

The role requires expert Python, deep learning, Generative AI, and cloud AI platform experience, with a strong focus on scalable architectures and responsible AI practices.

Qualifications

• 7+ years of experience in software engineering, AI, or machine learning.
• Expert-level programming skills in Python and experience with SQL.
• Strong hands-on experience with PyTorch, TensorFlow, and Scikit-learn.
• Deep understanding of machine learning algorithms, neural networks, and statistical modeling.
• Experience developing Large Language Model (LLM) applications and Generative AI solutions.
• Knowledge of Retrieval-Augmented Generation (RAG), vector databases, and embedding models.
• Experience with Hugging Face, LangChain, or LlamaIndex.
• Proficiency in AWS SageMaker, Azure ML, or Google Vertex AI.
• Strong understanding of MLOps, MLflow, Docker, Kubernetes, and CI/CD.
• Experience with model optimization, monitoring, and production deployment.
• Mentor junior engineers and provide technical direction to development teams.
• Collaborate with data scientists, architects, product managers, and business stakeholders.
• Ensure responsible AI practices, data privacy, and model governance.

Responsibilities

• Architect and develop scalable AI/ML solutions for complex enterprise requirements.
• Lead the development, training, evaluation, and deployment of machine learning models.
• Design advanced NLP, deep learning, and Generative AI applications.
• Build RAG pipelines and integrate LLMs with enterprise data sources.
• Establish model evaluation strategies and improve accuracy, reliability, and performance.
• Develop automated ML pipelines and production deployment workflows.
• Optimize model inference, scalability, and resource utilization.
• Mentor junior engineers and provide technical direction to development teams.
• Collaborate with data scientists, architects, product managers, and business stakeholders.
• Ensure responsible AI practices, data privacy, and model governance.

Skills

Python

NLP

Generative AI

MLOps

Cloud platforms

Leadership

Architectural design

Communication

ML model optimization

Education

Master's or PhD in AI/ML/CS/DS

Bachelor's in CS/Math/Engineering

Tools

PyTorch

TensorFlow

Scikit-learn

LangChain

LlamaIndex

Hugging Face

Docker

Kubernetes

MLflow

AWS SageMaker

Azure ML

Vertex AI

Job description

Cloud Analytics Technologies, LLC seeks a Senior AI/ML Engineer to lead design and implementation of advanced AI/ML solutions for enterprise applications. You will drive model development, optimize pipelines, and integrate intelligent capabilities into production systems.

The role requires expert Python, deep learning, Generative AI, and cloud AI platform experience, with a strong focus on scalable architectures and responsible AI practices.