
pragmaticsemi
π§ GenAI Engineering Intern β Summer 2025
π Durham, Cambridge, or Sedgefield (UK) | π» Full-Time | Internship (3β4 Months)
π Internship Overview
Are you a curious and driven MSc or PhD student with a passion for Generative AI (GenAI) and semiconductor technology? Join Pragmatic Semiconductor for a unique internship opportunity to develop and deploy LLM-powered applications in a real-world chip development and production environment.
Youβll be immersed in a hands-on, cross-functional project aimed at leveraging advanced machine learning (ML) and retrieval-augmented generation (RAG) pipelines to drive insights and automation in chip manufacturing processes.
π― Key Responsibilities
- Develop RAG Pipelines: Design and build ingestion systems to process technical documentation, logs, and datasets from chip development environments.
- Integrate Vector Databases: Implement efficient search and embedding retrieval strategies using vector databases.
- Model Development: Utilize and fine-tune open-source GenAI and LLM tools to extract relevant insights from domain-specific data.
- Collaborate with Experts: Work closely with engineers and data scientists to validate outputs and tailor solutions for chip production needs.
- Insight Generation: Build inference tools to identify anomalies, extract process trends, and forecast operational issues.
- Benchmark & Validate: Evaluate model accuracy, performance, and alignment with business goals.
- Reporting: Maintain clear documentation of progress, methodologies, and outcomes. Present findings to internal stakeholders.
- Demo Delivery: Showcase the proof-of-concept in a live demonstration, communicating technical results to non-technical audiences.
π Qualifications
- Currently enrolled in a Masterβs or PhD program in:
- Computer Science
- Data Science
- Machine Learning
- Electronics Engineering
- Or a closely related technical field
π Essential Skills
- Strong programming skills in Python
- Experience with machine learning libraries (TensorFlow, PyTorch, scikit-learn)
- Proficient in data manipulation using Pandas and NumPy
- Exposure to LLMs and NLP frameworks
- Familiarity with RAG architectures and vector embeddings
β Desirable Skills
- Hands-on experience with vector databases (e.g., FAISS, Pinecone, Weaviate, or similar)
- Experience with chip design environments or manufacturing data workflows
π About Pragmatic
Pragmatic Semiconductor is transforming the future of electronics with flexible integrated circuits. Weβre a high-growth company with a culture built on collaboration, innovation, and inclusion, and weβre proud of our diverse team representing 5 continents.
πΌ Internship Perks & Benefits
- β Private Medical Insurance
- β BUPA Cash Plan
- β Income Protection & Life Insurance
- β Visa Fee Reimbursement (where applicable)
- β Access to Mental Health First Aiders
- β Flu Vaccinations
- β Subscriptions & Lifestyle Benefits
- β Employee Referral Bonus
- β Team Social Events
π’ Diversity & Inclusion
Pragmatic is an equal opportunity employer. We are committed to creating an inclusive and accessible application process. If you need any adjustments during recruitment, let us knowβweβre here to support you.