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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Software Developer - **Company:** Ic-cap Llc - **Location:** United States - **Experience:** Experienced - **Contract:** Permanent contract - **Skills:** Microsoft Word, Microsoft Excel, Agile Methodology, Artificial Intelligence, Apache HTTP Server, ArcGIS (Software), Automated Storage and Retrieval Systems, Confluence, JIRA, Microsoft Azure, Software as a Service, Encodings, Learning Management Systems, Data Stores, Elasticsearch, Apache POI, Python (Programming Language), Natural Language Processing, Neo4j, Named Entity Recognition, Nginx, NLTK (NLP Analysis), Regression Testing, Azure Machine Learning, Software Engineering, Data Streaming, TypeScript, Okta, Pytorch, ReactJS, Large Language Models, Vert.x, Indexer, Backend, Git, Fastapi, Webpack, AI Platforms, Material UI, Scikit Learn, Nim (Programming Language), Spacy, Docker, Jenkins, Microservices - **Published:** August 24, 2026 - **Apply:** https://www.ic-cap.com/openpositionsid/107-007 ## About the Role o TypeScript o React o MUI (Material UI) o Vite o D3, Recharts, React Flow (xyflow), Leaflet / ArcGIS o Elasticsearch o Neo4j o Java 17 with Vert.x o Apache Tika, PDFBox, Apache POI o Python, FastAPI, Pydantic o spaCy, NLTK, PyTorch, Transformers o AnythingLLM o Ollama or comparable self-hosted model runtimes o Keycloak, Nginx + Experience building cloud-based applications not required, but great to have Mid-Level Software Developer Education and Experience: + 9-11 years of experience with a bachelor's degree + 7-9 years of experience with a master's degree Senior Software Developer Job Duties: + Same as mid-level duties above, plus: + Own significant portions of the AI stack, including architecture decisions on model integration, retrieval strategy, and evaluation methodology + Lead performance, reliability, and quality improvement efforts across LLM and ML services, and establish baselines against which improvements are measured + Provide technical guidance and mentorship to mid-level developers on AI/ML implementation practices + Experience using tools such as: Git, Jenkins, Docker, JIRA, Confluence + Experience building cloud-based applications not required, but great to have Senior-Level Software Developer Education and Experience: + 12+ years of experience with a bachelor's degree + 10+ years of experience with a master's degree Security Clearance: + Active TS/SCI Clearance and the willingness to sit for a CI polygraph, if needed ## Description Software Developer, AI/ML - Mid to Senior Researches, designs, develops, and modifies enterprise-wide systems and applications software with an emphasis on artificial intelligence and machine learning capabilities. Builds and integrates large language model services, natural language processing pipelines, and retrieval systems that turn large volumes of unstructured documents into searchable, analyzable, and conversational intelligence. Participates in planning for system and development deployment and is responsible for meeting software compliance standards. Evaluates the interface between hardware and software, operational requirements, and characteristics of the overall system. Documents testing and maintenance of system corrections. This position supports a document intelligence and analysis platform spanning a React/TypeScript analytic dashboard, Java microservices, Python AI services, and Elasticsearch and Neo4j data stores, deployed in a containerized on-premise environment. Mid-Level Software Developer Job Duties: + Experience developing software using Agile processes + Develop and integrate LLM-backed capabilities using AnythingLLM as the chat backend, including workspace, thread, and streaming-chat REST endpoints supporting an analytic chat assistant and an LMS training assistant + Configure and work across pluggable model providers - Ollama, OpenAI, Azure OpenAI, Anthropic, Mistral, LM Studio, LiteLLM, NVIDIA NIM, and others - with model and workspace selection driven by runtime environment configuration rather than hard-coded values, supporting deployment into disconnected and constrained environments + Build retrieval-augmented generation workflows: embedding and vector store configuration, document chunking, context assembly, source attribution, and prompt and system-prompt development + Develop and maintain Python AI/NLP services using FastAPI, Uvicorn, and Pydantic, including entity extraction and analysis (spaCy, NLTK) and coreference resolution (AllenNLP, PyTorch, Transformers, scikit-learn) + Build Java microservices for ingestion, enrichment, alerting, and query that prepare and serve data to the AI layer + Develop document processing pipelines that convert Word, Excel, PDF, and other formats into structured, model-ready text (Apache Tika, PDFBox, Apache POI) + Implement search, indexing, and hybrid retrieval against Elasticsearch, and model entity relationships in Neo4j to support graph-aware analysis + Build AI-facing user interfaces including streaming chat, source citation, human-in-the-loop review, and data-dense visualization of model output and entity relationships + Tune streaming performance end to end, from reverse-proxy buffering and timeout configuration through token rendering in the browser + Develop evaluation and regression testing approaches that make model and retrieval quality measurable over time ## Related Videos - [Improving quality with Agentic AI with Rovo Dev and Xray](https://www.wearedevelopers.com/videos/2005-improving-quality-with-agentic-ai-with-rovo-dev-and-xray) - [How a Small Team Shrank a Microsoft Monorepo by 94%](https://www.wearedevelopers.com/videos/1236-how-a-small-team-shrank-a-microsoft-monorepo-by-94) - [Coffee with Developers - Maria Apazoglou](https://www.wearedevelopers.com/videos/1209-coffee-with-developers-maria-apazoglou) - [Collaboration Quantified: Lessons from Open Source Developer Networks](https://www.wearedevelopers.com/videos/1422-collaboration-quantified-lessons-from-open-source-developer-networks) - [Git for Code Reviews](https://www.wearedevelopers.com/videos/429-git-for-code-reviews) - [You are not an AI developer](https://www.wearedevelopers.com/videos/1148-you-are-not-an-ai-developer) ## Related Articles - [What’s the Difference between a Junior, Mid, and Senior Developer?](https://www.wearedevelopers.com/magazine/238-what-s-the-difference-between-a-junior-mid-and-senior-developer) - [What Are Large Language Models?](https://www.wearedevelopers.com/magazine/304-what-are-large-language-models) - [Highest Paying Tech Companies for Developers](https://www.wearedevelopers.com/magazine/220-highest-paying-tech-companies-for-developers) - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [7 Most Popular Web Developer Jobs in Europe](https://www.wearedevelopers.com/magazine/163-7-most-popular-web-developer-jobs-in-europe) - [Why Upskilling And Reskilling is Important For Developers](https://www.wearedevelopers.com/magazine/428-why-upskilling-and-reskilling-is-important-for-developers)