Internship - Simulia Genai NLP Developer

Role and Responsibilities

The SIMULIA Customer Success organization at Dassault Systèmes is dedicated to empowering our customers' success through unparalleled support and knowledge. In this 6-month paid internship opportunity, based at the Dassault Systèmes Office in Johnston, RI, you'll channel your passion and AI expertise towards shaping an advanced RAG system, elevating the support experience to new heights.

In this role, you'll collaborate closely with our dynamic Data Science Teams within the Customer Success organization, spearheading the development of next-generation AI applications across a diverse array of data streams.

As an NLP AI Intern, you'll dive headfirst into the realm of Natural Language Processing, assuming a pivotal role in designing, developing, and deploying advanced RAG systems, classification models, and data manipulation techniques. Your contributions will extend to the development and maintenance of data pipelines, bolstering various data science initiatives. By ensuring the efficiency and reliability of data processes and fostering collaboration across cross-functional teams, you'll make a tangible impact.

This hands-on experience will not only refine your technical prowess in NLP and data engineering technologies but also provide a unique opportunity to contribute meaningfully to real-world projects, laying the groundwork for a successful career in data engineering.

Qualifications

• Currently pursuing a Master's degree/ Ph.D. in Computer Engineering, Computer Science, Data Science, AI, or a related field.

• Proficiency in working with Large Language Models (LLMs), especially open source models like Llama, Mistral, etc.

• Experience in developing Retrieval Augmented Generation ( RAG) workflows, with familiarity in concepts like chunking, embeddings, fine-tuning etc.

• Experience with various open-source databases, including vector and graph databases like ChromaDB, OpenSearch, Neo4j, etc.

• Proficiency in frameworks like Langchain, LlamaIndex etc.

• Experience in evaluation of outputs generated by large language model and manipulating such outputs

• Proficiency in TextToSQL or TextToCYPHER is a big plus

• Proficiency in software development in Python, with a strong grasp of open-source libraries, related to LLMs

• Proficiency in building and querying knowledge graphs using open-source tools and libraries (e.g., Neo4j, Stardog).

• Understanding of AI agent architectures and frameworks for building agents with function calling capabilities.

• Familiarity with multi-modal LLMs and related workflows will be useful.

• Strong time management and problem-solving skills.

• Ability to multitask in a fast-paced environment and prioritize activities effectively to achieve results.

• Motivated, hands-on developer with a passion for learning and expanding their skills.

• Demonstrated ability to approach new modules holistically, with a focus on the broader technical landscape.

This is a paid internship spanning 6 months with flexible start date in 2024. This position is based at the Dassault Systèmes Office at 1301 Atwood Ave in Johnston, RI.

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The total expected compensation range for this role will be between $33 and $40. In determining the pay range, we take into consideration experience, pay of employees in similar positions, and other job-related factors.