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AI Engineer
- Insight Global (Huntington Beach, CA)
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Job Description
Overview:
Insight Global is seeking a hands‑on AI Engineer to design, build, and deploy AI/ML solutions using LLMs, generative AI, and modern ML frameworks. This role focuses on developing production‑ready models, RAG pipelines, and automation that improve business operations.
Responsibilities:
• Design and develop Generative AI and LLM‑based models for text, audio, and chatbot use cases.
• Build RAG pipelines using vector databases, embeddings, chunking, indexing, and retrieval optimization.
• Develop and maintain Python code integrated with frameworks like LangChain/LangSmith, Snowflake Cortex, OpenAI, Azure AI Studio, and more.
• Create high‑level and detailed AI/ML solution designs including algorithm selection, infrastructure planning, and data sourcing.
• Preprocess and curate training data; run experiments, fine‑tune models, and evaluate performance.
• Deploy AI models to production and ensure reliability, scalability, and monitoring.
• Work cross‑functionally to identify high‑value AI opportunities across the business.
• Participate in code reviews, mentor junior engineers, and drive coding best practices.
• Maintain security, privacy, and compliance when handling sensitive data.
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 opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their 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 recruiting process, please send a request to [email protected] learn more about how we collect, keep, and process your private information, please review Insight Global's Workforce Privacy Policy: https://insightglobal.com/workforce-privacy-policy/.
Skills and Requirements
• 2+ years in AI engineering roles
• At least 4+ years of Machine learning experience.
• 3+ years building production AI/ML solutions on Azure or Snowflake.
• Hands‑on experience with LLMs, deep learning, Python, TensorFlow/PyTorch, and AI evaluation frameworks (RAGAs, TruLens).
• Proven experience delivering agentic frameworks and GenAI projects to production.
• Strong grounding in NLP, model evaluation, and data processing. • Strong problem‑solving and analytical skills.
• Ability to explain complex concepts to both technical and non‑technical stakeholders.
• Strong software engineering fundamentals.
• Self‑driven, collaborative, and able to manage multiple projects.
• Familiarity with call center environments and operational insurance platforms is preferred.
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