AI Researcher in Data Integration and Generative AI- KTP Associate

This is an exceptional opportunity for a motivated and career-focused individual to join a cutting-edge Knowledge Transfer Partnership (KTP) project with DeltaXignia, a pioneer in comparison and merging solutions. This role offers a unique chance to drive innovation by integrating Artificial Intelligence (AI), specifically Generative AI (GenAI), into DeltaXignia's advanced compare and merge software. If you're passionate about leveraging AI to solve real-world data challenges and want to significantly impact a market-leading product, read on!

The Opportunity: Pioneering AI in Data Comparison

DeltaXignia is seeking to enhance its robust compare and merge software, currently powered by sophisticated mathematical algorithms, by incorporating the transformative capabilities of AI. This project will explore and implement AI tools and technologies to not only assess differences in content and data with unprecedented speed and scale but also to generate novel insights. You will be instrumental in developing an integrated AI-enabled platform that promises to be a unique market offering, empowering DeltaXignia's customers to navigate their structured data as it evolves with in-house Large Language Models (LLMs).

The project will involve investigating and applying advanced AI techniques, including:

• Retrieval-Augmented Generation (RAG): To combine external knowledge with AI responses for enhanced accuracy.
• Reinforcement Learning (RL): To optimize outcomes through continuous feedback loops.

Key Advantages for Candidates:

• Innovation and Impact: Be at the forefront of AI-driven product development, directly contributing to a unique market-leading solution.
• Deep Technical Growth: Gain extensive hands-on experience with cutting-edge AI technologies like Generative AI, RAG, and Reinforcement Learning, alongside established techniques in data mining and machine learning.
• Industry Exposure: Work closely with a respected industry leader (DeltaXignia) and academic experts from Aston University, fostering a rich learning environment.
• Career Advancement: A significant percentage of KTP associates are offered permanent positions by the partner company, highlighting strong career prospects.
• Comprehensive Support: Benefit from a dedicated budget of up to £5,000 for personal and professional development, along with mentorship, mental health support, and annual leave.
• Diverse Data Challenges: Tackle complex, sector-specific data with varying semantics and connotations, honing your skills in data augmentation, rehydration, and data mining.
• Project Management Experience: Develop valuable skills in managing stakeholders, meeting deadlines, and integrating new technologies into existing workflows.

Essential Skills and Experience:

To excel in this role, you will need:

• A minimum of an MSc Degree in Computer Science.
• Demonstrable knowledge and experience in:
  • Data mining and machine learning (including deep learning).
  • Generative AI (e.g., Retrieval-Augmented Generation).
  • Reinforcement learning.
• Hands-on experience with structured data formats, particularly JSON/XML.
• A strong understanding and practical experience with XSLT.
• Proficiency in advanced Java (Java 8+).
• Experience working collaboratively within a software development team.
• Demonstrable experience in data analytics projects, including automatic data annotation, predictive analytics, and prompt engineering for AI systems.

Desirable Skills:

While not essential, the following would further strengthen your application:

• Technical writing abilities (e.g., publication record).
• Knowledge of Data Science algorithms and techniques.
• Understanding of Probability & Statistics.
• Experience with parsing frameworks.
• Deeper knowledge of AI techniques beyond assembling predefined components.
• A background in the theory and mathematics underlying AI techniques.
• Good record-keeping and documentation skills.

Key Considerations for Your Career Path:

This KTP is more than just a project; it's a pathway for significant professional development. You will be expected to:

• Be an Innovator: Drive technical development while balancing commercial objectives to deliver a viable product.
• Embrace Collaboration: Work effectively within a cross-disciplinary team, sharing ideas and fostering understanding with humility.
• Take Ownership: Manage project responsibilities, including stakeholder engagement, deadline adherence, and smooth rollout of outputs.
• Develop Strong Communication: Clearly articulate complex technical concepts and ideas to diverse audiences.
• Cultivate Independence: Demonstrate initiative, self-organization, and time management skills to achieve agreed-upon milestones.
• Foster Adaptability: Be motivated by new challenges, readily adopt emerging technologies, and explore innovative data processing methods.

Location and Support:

You will be based at DeltaXignia's offices in Malvern, Worcestershire, with access to facilities at Aston University in Birmingham. Flexible working arrangements are possible, and some travel may be required. This KTP is funded by Innovate UK, DeltaXignia, and Aston University, ensuring robust academic and industry support.

This role offers a unique blend of academic rigor and commercial application, providing an excellent platform for individuals looking to build a successful career at the intersection of AI and software engineering. If you are driven by innovation and eager to make a tangible impact, this opportunity is for you.