AI Applications Developer
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Role details
Tech stack
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Job description
The ideal candidate will serve as a bridge between business stakeholders and technical teams, translating operational requirements into practical AI-driven solutions. This role involves evaluating existing enterprise AI platforms and developing customized AI applications within a secure, controlled technology environment., The developer will have hands-on experience with Python, Azure OpenAI, Generative AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and prompt engineering. The position also requires strong technical architecture, application development, testing, documentation, and Responsible AI implementation skills., * Gather and analyze business requirements and translate complex operational processes into detailed technical specifications for AI implementation.
- Evaluate existing enterprise AI platforms and tools to determine whether to leverage available solutions or develop customized applications.
- Design, architect, prototype, and deploy custom AI applications using Python and other relevant programming technologies.
- Develop and implement Generative AI solutions using Large Language Models (LLMs), Azure OpenAI, and approved enterprise AI platforms.
- Build and optimize Retrieval-Augmented Generation (RAG) pipelines, vector databases, embeddings, and AI-powered workflows.
- Apply advanced prompt engineering, model fine-tuning, and AI agent integration techniques to improve application performance.
- Collaborate with business stakeholders and technical teams to identify opportunities for AI adoption and process automation.
- Implement AI security controls, guardrails, and responsible AI practices to minimize bias, hallucinations, and security vulnerabilities.
- Maintain comprehensive technical documentation covering source code, application architecture, system prompts, workflows, and deployment procedures.
- Perform application development activities, including coding, unit testing, integration testing, troubleshooting, and deployment.
- Utilize development tools such as GitHub Copilot to improve coding efficiency, documentation, and test automation.
- Ensure AI solutions comply with organizational security, privacy, governance, and Responsible AI standards.
- Communicate technical concepts, AI capabilities, limitations, and performance considerations to non-technical stakeholders.
Requirements
- Master’s degree in Artificial Intelligence or a related field, or at least 2 years of hands-on AI development experience.
- Strong experience in business requirement gathering and translating business needs into technical solutions.
- Hands-on experience with Artificial Intelligence, Generative AI, and Large Language Models (LLMs).
- Strong understanding of prompt engineering and Retrieval-Augmented Generation (RAG) architectures.
- Experience with software development methodologies, including analysis, design, coding, testing, troubleshooting, and implementation.
- Knowledge of multiple programming languages, database management systems, development platforms, and system integrations.
- Understanding of Agile development methodologies.
- Knowledge of AI governance, data privacy, security, and Responsible AI principles.
Preferred Technical Skills
- Azure OpenAI and Azure AI services.
- Python programming.
- SQL and database management.
- C# and .NET Framework.
- Microsoft Azure Cloud Architecture and Azure AI Foundry.
- Google Cloud Platform (GCP), Vertex AI, Gemini, and NotebookLM.
- Generative AI, LLMs, embeddings, vector databases, and foundation models.
- Building and implementing RAG pipelines and AI agents.
- Advanced prompt engineering and foundation model fine-tuning.
- Azure AI Content Safety, AI guardrails, and Responsible AI Dashboard.
- MLOps, CI/CD pipelines, and AI model lifecycle management. xrbllit
- Microsoft GitHub Copilot and AI-assisted development tools.
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