Senior ML/GenAI Engineer IRC264132

職種概要

Our department focuses on developing cutting-edge machine learning and artificial intelligence solutions to address complex real-world challenges. We specialize in designing, deploying, and optimizing scalable ML models, with a strong emphasis on Computer Vision, Deep Learning, and MLOps. The team collaborates with cross-functional experts, including data scientists, engineers, and product managers, to deliver high-impact AI-driven solutions for various industries. By leveraging state-of-the-art technologies and cloud platforms, we ensure the seamless integration of ML models into production environments, driving innovation and business value.

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必要条件

– Master’s or Ph.D. in Data Science, Computer Science, Statistics, Applied Mathematics, or a related field.
– 5+ years of experience in designing and implementing machine learning systems in a production environment.
– Experience with Deep Learning frameworks and libraries (TensorFlow, PyTorch).
– Experience in fine-tuning Computer Vision models (YOLO, SSD, Visual Transformers)
– Proficient in programming with Python.
– Strong understanding of data structures, algorithms, and software engineering principles.
– Experience with at least one cloud platform (AWS, Azure, Google Cloud) and understanding of how to leverage their ML services.
– Knowledge of containerization and orchestration technologies (e.g., Docker, Kubernetes) for deploying ML models.
– Familiarity with MLOps principles and tools to streamline the ML lifecycle from development to production.
– Excellent communication and leadership skills, with the ability to work in a fast-paced, collaborative environment.
– Commercial experience in object detection, segmentation, and classification
– Commercial or Academic experience with the Segment Anything Model (SAM)

職務内容

– Design and implement scalable machine learning models and algorithms that can process large volumes of data.
– Lead the development of our ML infrastructure, ensuring it supports both current needs and future growth.
– Support presale PoCs and project/account-starting activities
– Architect and optimize data pipelines for training and deploying machine learning models.
– Collaborate with data engineers and software developers to integrate ML models into production systems.
– Stay aware of new developments in machine learning, AI, and data science, and assess their applicability to our business needs.
– Work with product teams to translate business requirements into technical specifications and ML solutions.

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.