> Markdown version of [/jobs/ext/1270333-ai-engineer](https://www.wearedevelopers.com/jobs/ext/1270333-ai-engineer). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # AI Engineer - **Company:** Flash, Inc - **Location:** United States (Remote available) - **Experience:** Experienced - **Salary:** $85,000.0 - $90,000.0 - **Contract:** Permanent contract - **Skills:** Adobe Flash, Artificial Intelligence, Amazon Web Services, Automated Storage and Retrieval Systems, Python (Programming Language), Machine Learning, Named Entity Recognition, Reliability Engineering, Retrieval-Augmented Generation, Large Language Models, Prompt Engineering - **Published:** July 15, 2026 - **Apply:** https://www.indeed.com/viewjob?jk=b7622571bec57e5a ## About the Role 2 years of experience building machine learning or AI systems, with work that has run in production. Strong Python skills. * Hands-on experience with large language models and retrieval-augmented generation, including prompt design, retrieval strategy, chunking, and vector search. * Experience with vector databases and embedding models. * Familiarity with evaluation methods for model and LLM outputs, so quality is measured rather than guessed. * Comfort working in a cloud environment. AWS experience preferred, GovCloud a plus. Eligibility to work in the United States. Nice to have: * Speech and ASR experience, including multilingual audio. * NLP experience such as entity extraction and summarization. * Prior work in a regulated or security-sensitive domain. ## Description As an AI Engineer at Flash, you will build and improve the machine learning systems at the core of our platform. You will work in Python on AWS GovCloud, developing the retrieval-augmented generation pipelines, transcription and speech processing, and natural language features that power Flash., * LLM and Retrieval Systems * Design, build, and improve retrieval-augmented generation pipelines, including prompt design, retrieval strategy, chunking, and vector search over investigative data. * Tune and evaluate large language model outputs for accuracy, grounding, and reliability, and reduce hallucination in a domain where correctness matters. * Work with vector databases and embedding models to keep retrieval fast and relevant at scale. Speech and Language Pipelines * Build and improve the transcription and speech-processing pipelines, including multilingual audio and speaker handling. * Develop NLP features such as entity extraction, summarization, and search across large volumes of call and case data. Evaluation and Quality * Define and maintain evaluation sets and quality thresholds for AI outputs, so changes are measured rather than guessed. * Instrument AI features to catch regressions in accuracy or latency before they reach users. Integration and Collaboration * Integrate AI capabilities into Flash's products in partnership with the engineering team, keeping inference cost and latency in check. * Work with the Site Reliability Engineer to run AI workloads reliably and affordably on GovCloud. Pay: $85,000.00 - $90,000.00 per year ## Related Videos - [Coffee with Developers - Maria Apazoglou](https://www.wearedevelopers.com/videos/1209-coffee-with-developers-maria-apazoglou) - [Same Words, Different Worlds: Who's in Control?](https://www.wearedevelopers.com/videos/2071-same-words-different-worlds-who-s-in-control) - [Introduction to Azure Machine Learning](https://www.wearedevelopers.com/videos/368-introduction-to-azure-machine-learning) - [Using LLMs in your Product](https://www.wearedevelopers.com/videos/1186-using-llms-in-your-product) - [AI in the Open and in Browsers - Tarek Ziadé](https://www.wearedevelopers.com/videos/1787-ai-in-the-open-and-in-browsers-tarek-ziade) - [WeAreDevelopers LIVE - Markdown, Liquid and Checkouts](https://www.wearedevelopers.com/videos/1814-wearedevelopers-live-markdown-liquid-and-checkouts) ## Related Articles - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [What Are Large Language Models?](https://www.wearedevelopers.com/magazine/304-what-are-large-language-models) - [Got AI ideas but no money? Here are 10 free ways to level up your AI skills with Google Cloud](https://www.wearedevelopers.com/magazine/600-got-ai-ideas-but-no-money-here-are-10-free-ways-to-level-up-your-ai-skills-with-google-cloud) - [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift) - [Prompt Engineering is a Job of the Past](https://www.wearedevelopers.com/magazine/342-prompt-engineering-is-a-job-of-the-past) - [Dev Digest 132 - Binging WADFlix?](https://www.wearedevelopers.com/magazine/473-dev-digest-132-binging-wadflix)