Middle/Senior GenAI/ML Specialist IRC284592

職種概要

Project Description
The primary goal of this initiative is to design and deploy a cloud-based Generative AI system. This advanced solution is tailored to significantly enhance code documentation processes in alignment with the European Railway Traffic Management System (ERTMS) standards. By leveraging the capabilities of Generative AI, the system aims to substantially improve the readability and accuracy of code documentation, ensuring it is comprehensive, easily understandable, and meticulously annotated.

 

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必要条件

Essential Skills (Must Have)
GenAI proficiency: Deep proficiency in GenAI (LLM, Diffusion models). Focus on OpenAI models.
LangChain/LangGraph: Expertise with LangChain. Experience with building agent graphs in LangGraph
Azure AI Services (strongly):
Azure AI Search.
Azure OpenAI.
Azure Cognitive Services.
Experience with RAG:
Experience with classical RAG (flat documents, different types of chunking).
Experience with Graph RAG.
Experience with Multimodal Models: Practical experience with multimodal GenAI models.
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職務内容

RAG enchantment: Improve the current RAG process; add more chunking methods; add a basis for Graph RAG;
Agents optimization: for each microservice and feature, create a separate agent; modify the current agents to work with the refactored KMT;
Vector Database: improve the indexing schema to include all refactor changes.
LLM Multi vendor optimization: refactor existing LLM calls to use different LLM vendors in the future

 

 

私たちが提供するもの

Culture of caring. At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you’ll experience an inclusive culture of acceptance and belonging, where you’ll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders. 

Learning and development. We are committed to your continuous learning and development. You’ll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.

Interesting & meaningful work. GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you’ll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what’s possible and bring new solutions to market. In the process, you’ll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.

Balance and flexibility. We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way!

High-trust organization. We are a high-trust organization where integrity is key. By joining GlobalLogic, you’re placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do.

GlobalLogicについて

GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.