Aptean is seeking an Associate Architect, AI to join our innovative team. In this pivotal role, you will be instrumental in designing, developing, and refining AI solutions, with a strong focus on optimizing AI model output through advanced prompting techniques. You'll work with cutting-edge technologies like Azure OpenAI and Microsoft Fabric Lakehouse to build scalable, efficient, and business-aligned AI applications, including autonomous AI agents and enhanced conversational AI experiences.
About the Role
- Develop and refine structured prompts to optimize AI model output, experimenting with various prompting techniques.
- Implement Fabric AI Skills on Fabric Lakehouse for automated data interpretation of semantic models for improved contextual accuracy.
- Integrate Azure OpenAI and Fabric AI Skills for the MS Fabric Lakehouse to enable enhanced conversational AI experiences.
- Drive the development of AI-led automation solutions, preferably leveraging Agentic AI.
- Analyze AI responses, troubleshoot inconsistencies, and fine-tune prompts for better accuracy while researching and implementing best practices to reduce hallucinations and biases.
- Automate workflows by designing prompts for AI agents, chatbots, and AI-powered assistants.
- Stay updated with advancements in NLP, LLMs, and generative AI to continuously improve prompt strategies and enhance AI model performance.
- Assist in curating, cleaning, and processing datasets used for training machine learning models.
- Learn to create effective prompts for LLMs to generate and augment datasets while helping identify and resolve data quality issues across various data types.
- Develop and implement AI models, algorithms, and workflows to automate tasks, optimize processes, and generate insights from data.
- Drive research and implementation of autonomous AI agents that interact with users, applications, and environments.
- Optimize AI performance, ensuring solutions are scalable, efficient, and aligned with business objectives.
Skills, Abilities & Competencies
- Experience working with LLMs (GPT, Claude, Gemini, Llama, etc.) and AI APIs.
- Hands-on experience in Fabric AI Skills and implementing Fabric AI Skills on Fabric Lakehouse.
- Familiarity with Data Lakehouse & medallion architecture, including semantic models.
- Familiarity with Python, OpenAI API, LangChain, and AI automation frameworks.
- Proficient with Python language and ML toolkits like TensorFlow, PyTorch, Keras, Scikit Learn.
- Strong programming skills in languages such as JSON, Microsoft Azure, Python, Java, JavaScript, etc.
- Prior experience developing and hosting chatbots on multiple channels (Teams, SharePoint, web portal).
- Understanding of statistical models such as regression, clustering, and ML algorithms such as decision trees, Random Forests, neural networks, etc.
- Strong understanding of NLP principles, model behavior, and prompt design techniques.
- Ability to interpret AI-generated outputs and optimize performance.
- Strong writing and communication skills, with a keen understanding of AI-driven content generation.
- Adaptability to a fast-paced AI startup environment.
Qualifications
- Education: Bachelor's degree (Required). Master's degree (Preferred).
- Work Experience: 8-12 years of relevant experience.
