AI Engineer

Insight Global (United States); Boca Raton (FL); On-site; USD 140,000 - 190,000; Full time

Job summary

Insight Global in Boca Raton, FL is seeking a highly skilled AI Developer with a strong background in Large Language Models, chatbot development, and production‑grade ML systems.

The role focuses on end‑to‑end AI solutions—from data pipelines and model design to deployment—collaborating with leadership, engineers, analysts, and designers to deliver AI applications across language, vision, and multimodal modalities.

Qualifications

• Design, fine‑tune, and deploy LLM‑based applications in production with RAG pipelines.
• Strong Python and ML library experience for production‑grade code.
• Experience with LangChain or LlamaIndex and prompt engineering.

Responsibilities

• Design, build, and deploy production‑grade AI solutions using LLMs.
• Develop and maintain chatbots and virtual assistants with RAG architectures.
• Integrate LLMs with data sources using LangChain and LlamaIndex.
• Build computer vision and multimodal pipelines with LLMs as needed.
• Develop data pipelines using Python and orchestration tools like Airflow or gRPC.
• Create APIs and microservices to expose AI capabilities and ensure security.

Skills

Python

PyTorch

TensorFlow

LangChain

LlamaIndex

Docker

Kubernetes

APIs

CI/CD

NLP

Education

Bachelor’s degree in Computer Science

MS or PhD preferred

Tools

Docker

Kubernetes

Apache Airflow

gRPC

REST APIs

Job description

Job Description

We are seeking a highly skilled and innovative AI Developer with strong experience in Large Language Models (LLMs), chatbot development, and production-grade machine learning systems to join our team in Boca Raton, FL. This role is ideal for someone who enjoys building end‑to‑end solutions—from data pipelines and model design through deployment—and who can translate complex models into practical products used by internal stakeholders and clients. You will work closely with leadership, engineers, analysts, and designers to deliver AI applications that leverage language, vision, and multimodal models to solve real business problems.This is an on‑site role based in Boca Raton, FL; while we can provide flexibility in special circumstances, the expectation is that you will primarily work in the office to enable rapid iteration and collaboration.

Key responsibilities

Design, build, and deploy production-grade AI solutions using Large Language Models (LLMs), including commercial models (e.g., OpenAI, Anthropic, Gemini) and open‑source models (e.g., LLaMA, Mistral).Develop and maintain advanced chatbots and virtual assistants, including Retrieval‑Augmented Generation (RAG) architectures, to support internal tools, customer‑facing applications, and enterprise workflows.Integrate LLMs with other services and data sources using frameworks such as LangChain and LlamaIndex, ensuring robust orchestration, monitoring, and logging.Build computer vision and multimodal pipelines (e.g., SAM, DETR, Vision Transformers) and integrate them with LLMs where applications require both visual and language understanding.Design and implement scalable data pipelines using Python and modern orchestration tools (e.g., gRPC, Apache Airflow), ensuring high reliability, observability, and performance.Develop APIs and microservices to expose AI capabilities to internal and external systems, following best practices for software engineering, security, and documentation.Perform exploratory data analysis, feature engineering, and model selection for forecasting, classification, and NLP tasks, including time series and predictive analytics use cases.Conduct rigorous testing, evaluation, and experimentation, including A/B testing and statistical validation, to ensure models are accurate, stable, and aligned with business objectives.Collaborate with cross‑functional partners (software engineers, data analysts, product managers, designers, and leadership) to define project requirements, prioritize work, and deliver high‑impact solutions.Stay current with advances in LLMs, generative AI, computer vision, and MLOps, and evaluate new tools and techniques for potential integration into our stack.Provide technical guidance, code reviews, and mentorship to peers, helping establish best practices for AI development in the organization.Document architectures, experiments, and implementation details to ensure maintainability, transparency, and knowledge transfer across the team.

Skills and Requirements

Bachelor’s degree in Computer Science, Data Science, Statistics, or a related field; an advanced degree (MS or PhD) in AI, Data Science, or a related discipline is preferred or equivalent industry experience.Demonstrated experience designing, fine‑tuning, and deploying LLM‑based applications in production, including RAG pipelines and retrieval workflows.Strong proficiency in Python and modern AI/ML libraries (e.g., PyTorch, TensorFlow) with a track record of building robust, maintainable code for production systems.Hands‑on experience with LLM orchestration frameworks such as LangChain or LlamaIndex, including prompt engineering, structured outputs, and evaluation.Solid understanding of machine learning fundamentals, natural language processing, and statistical modeling (e.g., regression, time series, hypothesis testing).Familiarity with containerization (Docker, Kubernetes) and CI/CD workflows for deploying and managing AI services.Experience working in at least one major cloud platform; Azure is preferred, but AWS or GCP experience is also valuable.Ability to work primarily on‑site in Boca Raton, FL, and to thrive in a fast‑paced, collaborative environment managing multiple projects simultaneously.Excellent communication skills, with the ability to explain complex technical concepts to non‑technical stakeholders and translate business needs into technical solutions.

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to [e-mail].