AI & Data Science Intern

Roche·
Shanghai
3w ago
Full-timeEntryOphthalmology

Description

<p>At Roche you can show up as yourself, embraced for the unique qualities you bring. Our culture encourages personal expression, open dialogue, and genuine connections,  where you are valued, accepted and respected for who you are, allowing you to thrive both personally and professionally. This is how we aim to prevent, stop and cure diseases and ensure everyone has access to healthcare today and for generations to come. Join Roche, where every voice matters.</p><h3></h3><p></p><h3>The Position</h3><p><span style="color:#1f1f1f"><b>AI &amp; Data Science Intern</b></span></p><p><span style="color:#1f1f1f">We&#39;re seeking a motivated <b>AI &amp; Data Science Intern</b> to join our dynamic team. In this role, you will collaborate with data scientists, AI engineers, clinical experts, and cross-functional teams, contributing to exciting projects that leverage generative AI and advanced analytics to optimize Roche&#39;s digital healthcare solutions. This is an excellent opportunity to bridge the gap between cutting-edge AI research and real-world healthcare innovation.</span></p><p></p><p><span style="color:#1f1f1f"><b>Key Responsibilities</b></span></p><p><span style="color:#1f1f1f">As an AI &amp; Data Science Intern, your key duties will include:</span></p><ul><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f"><b>GenAI Prototype Development:</b> Support the design and building of Generative AI prototypes, focusing on <b>Retrieval-Augmented Generation (RAG)</b> and <b>Vectorization</b> to enhance data retrieval and response accuracy.</span></p></li><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f"><b>Prompt &amp; Context Engineering:</b> Experiment with and refine <b>prompt engineering</b> and <b>contextual orchestration</b> techniques to optimize LLM performance for laboratory, clinical and to-Consumer use cases.</span></p></li><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f"><b>Agentic AI Exploration:</b> Assist in developing and testing <b>Agentic AI</b> frameworks that can autonomously execute workflows and reason through complex healthcare data tasks.</span></p></li><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f"><b>Data Pipeline Construction:</b> Build and maintain scalable <b>data pipelines</b> to preprocess, clean, and ingest diverse datasets into vector databases and analytical models.</span></p></li><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f"><b>Visualization &amp; Insights:</b> Transform complex model outputs into actionable insights using <b>data visualization</b> tools, helping stakeholders understand AI-driven trends and performance.</span></p></li><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f"><b>Operational AI Improvements:</b> Suggest and implement processes to improve the efficiency of the AI lifecycle (MLOps), offering innovative ideas that align with the team&#39;s technical objectives.</span></p></li></ul><p></p><p><span style="color:#1f1f1f"><b>What We&#39;re Looking For</b></span></p><ul><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f"><b>Education:</b> Currently enrolled in or recently completed a degree in <b>Data Science, Computer Science, Artificial Intelligence, Statistics</b>, or a related quantitative field.</span></p></li><li><p><span style="color:#1f1f1f"><b>Technical Skills:</b> * Proficiency in <b>Python</b> and familiarity with AI frameworks (e.g., LangChain).</span></p><ul><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f">Foundational understanding of <b>Vector Databases</b> (e.g., Pinecone, Milvus) and embedding techniques.</span></p></li><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f">Experience with <b>data visualization</b> tools (Tableau, Power BI, or Matplotlib/Seaborn).</span></p></li><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f">Knowledge of SQL and building basic data integration pipelines.</span></p></li></ul></li><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f"><b>Analytical Mindset:</b> Strong problem-solving skills with a focus on how AI can solve specific business and clinical challenges.</span></p></li><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f"><b>Team Player:</b> Collaborative mindset with the ability to communicate technical concepts to non-technical cross-functional teams.</span></p></li><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f"><b>Growth-Oriented:</b> Enthusiastic about staying at the forefront of the rapidly evolving Generative AI landscape.</span></p></li></ul><p></p><p><span style="color:#1f1f1f"><b>What&#39;s In It for You?</b></span></p><ul><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f"><b>Hands-on AI Experience:</b> Work on high-impact projects in the rapidly growing field of <b>GenAI in healthcare</b>.</span></p></li><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f"><b>Cutting-Edge Tech:</b> Exposure to the latest LLMs, agentic frameworks, and vector-based search architectures.</span></p></li><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f"><b>Mentorship:</b> Direct guidance from experienced data scientists and AI leads within a global, industry-leading company.</span></p></li><li style="color:#1f1f1f !important"><p><span style="color:#1f1f1f"><b>Innovation at Scale:</b> See your prototypes contribute to digital solutions that improve patient outcomes worldwide.</span></p></li></ul><p><b> </b></p><p><b> </b></p><p></p><h3>Who we are</h3><p style="text-align:left">A healthier future drives us to innovate. Together, more than 100’000 employees across the globe are dedicated to advance science, ensuring everyone has access to healthcare today and for generations to come. Our efforts result in more than 26 million people treated with our medicines and over 30 billion tests conducted using our Diagnostics products. We empower each other to explore new possibilities, foster creativity, and keep our ambitions high, so we can deliver life-changing healthcare solutions that make a global impact.</p><p style="text-align:left"><br />Let’s build a healthier future, together.</p><p style="text-align:inherit"></p><p style="text-align:left"><b>Roche is an Equal Opportunity Employer.</b></p>
Roche

Roche

PHARMACEUTICAL

Small Molecules & Diagnostics

LocationSTAVANGER NORWAY, Norway
Employees100,000
Open Jobs1124
OncologyNeuroscienceImmunologyOphthalmologyInfectious Disease
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Pipeline

An Observational Study in Patients With Breast Cancer and Bone Metastases Receiving Ibandronate (BonN/A
SD BiosensorN/A
Impact on Quality of Life, Fatigue and Cognitive Function in Anti-angiogenesis in Patients With MetaN/A
An Observational Study of Lung Cancer Related Symptoms and Disease Control Rate in Patients With NonN/A
Blood samples collectionN/A