Job Description
Aptean is changing. Our bespoke ERP solutions are transforming a huge range of global businesses, from food producers to manufacturers. In a world of generic enterprise software, we provide targeted solutions that bring together the very best technology and drive greater results. With over 4500 employees, 90 different products and a global client base, there’s no better time to advance your career at Aptean.
Aptean is seeking an experienced, hands-on and outcome driven AI tools expert to design and implement AI-driven solutions, including chatbot/smart workspaces, predictive analytics, and Retrieval-Augmented Generation (RAG) content ingestion pipelines. This role requires a tenacious individual with a proven track record of taking projects from concept to deployment and an ability to work collaboratively with multiple stakeholders. The ideal candidate will have strong technical skills, problem-solving abilities, and a passion for using new technologies and building innovative products and solutions.
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 model for improved contextual accuracy.
- Integrate Azure Open AI and Fabric AI Skills for the MS Fabric Lakehouse to enable enhanced conversational AI experience.
- 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.
Education (Indicate the minimum level of education necessary for this position. Check all that apply and indicate specific degree as applicable to the side (e.g., bachelor’s in computer science)
Required Preferred Degree/Certification
☒ ☐ Bachelor’s degree
☐ ☒ Master’s degree
☐ ☐ Ph.D.
☐ ☐ J.D. (law)
☐ ☐ Certification:
☐ ☐ Registration:
☐ ☐ Licensure:
☐ ☐ Other:
Work Experience
8-12 Year’s
Knowledge, 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 on 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 behaviour, 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.
If you share our mindset, you can share in our success. To find out more about joining Aptean, get in touch today.
Learn from our differences. Celebrate our diversity. Grow and succeed together.