Senior ML/Gen AI engineer IRC284782

職種概要

The project is a big enterprise application with a back office and a mobile client. We’re going to extend its functionality with SmartWatch (WatchOS) and CarPlay applications for which we will also use LLM/Gen AI. You will be part of a cross-functional, cross-geo team of developers, test engineers, UI/UX designers, and architects who will create applications from scratch and integrate them with the back-office API.

#LI-TZ1

必要条件

• 5+ years of experience in Machine Learning, Large Language Models and Generative AI.
• Strong expertise with LLMs (e.g., Gemini, GPT-4, T5, Claude, LLaMA) and generative AI techniques.
• Hands-on experience with ML frameworks such as PyTorch and LangChain, and LangGraph.
• Experience with using prompt engineering techniques to adapt LLMs effectively and/or fine-tuning LLMs using APIs.
• Strong grasp of data structures and data transformation processes.
• Experience serving ML models as API services in production environments.
• Strong knowledge of different types of databases (SQL, noSQL, Vector, etc).
• At least upper-Intermediate English (comprehensive written and verbal communication)

Nice-to-Have Skills

• Experience developing AI agents with external tool integration.
• Working with AI agents for Mobile applications
• Working during the discovery phase along with BA, UI/UX, Architect, other engineers

職務内容

• Help the team which consists of BA, Designer UI/UX, Architect, Mobile engineers research and find solutions on how to work with a 3rd party LLM
• Help the team use LLM/Gen AI for mobile applications (iOS, Android and smartwatch)
• Provide feedback to development teams on technical, troubleshooting, or operational issues related to LLM/Gen AI
• Implement and integrate retrieval-augmented generation (RAG)and tool-augmented agents
• Engineer and optimize prompts for LLM-based workflows
• Be up-to-date with advancements in LLMs, agent frameworks, and RAG techniques
• Research and propose improvements to model performance, usability, and tuning
• Prototype ideas for intent recognition, query synthesis, analysis, and reasoning
• Collaborate closely with developers and other stakeholders to ensure system alignment with product and business goals

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.