Lead level with GenAI (LLM/NLP) experience IRC283956

職種概要

#LI-OE1

#LI-Remote

必要条件

 • Professional experience in Machine Learning Engineering, with a focus on deploying secure and robust models in production.
• Experience with GenAI frameworks and having implemented some use cases leveraging the GenAI frameworks (any)
• Ability to work strategically with senior leadership to visualize use cases, manage design and implementation plan for POC’s and drive the reference implementations of the same
• Extensive experience in Architecture and Design for ML based solutions for complex data sets, preferably in healthcare
• Good communication skills and ability to discuss options and solutions with senior leadership

Technical Skills
• Strong programming skills in Python, with experience in libraries such as scikit-learn, pandas, scipy, click, and flask and/or FastAPI.
• Experience with the Azure or AWS ecosystem, specifically with services like SageMaker and Lambda.
• Experience managing the lifecycle of a machine learning model, including updates, tuning and retraining.
• Familiarity with AWS services beyond SageMaker and Lambda, such as S3, EC2, API Gateway, ECR, and DynamoDB.
• Experience working with large and complex data sets, including data cleaning and preprocessing.
• Knowledge of advanced machine learning techniques (neural networks, ensemble learning, reinforcement learning, etc.) and the ability to implement them in Python.
• Familiarity with CI/CD processes, especially as applied to ML operations (MLOps).
• Good to have a Background or interest in the transportation/manufacturing domain for transportation systems 

 

Soft Skills

• Excellent verbal communication skills. Active listening. An upbeat and positive attitude
• Leadership skills.Thinking and reasoning skills.
• Time and Architecture scope management
• Negotiation /Problem-solving abilities.
• Client Management. Customer service skills.
• Leadership.
• Architecture documentation creation / System Design elaboration/design skills and knowledge.
• Analytical thinking skills.

職務内容

Would need someone very handson and technical to be able to design, develop or guide teams to develop POC’s, which could then well become implementation projects for the new platforms. 

Be part of building enterprise-level AI / GenAI framework development for the Hitachi Rail company. The framework incudes:

 – the ground layer and infrastruture development

 – use cases from different internal departments and Rail’s clients processing and building agents for them

 – developing framework instruments and agenst inter-communication layer

 – integrating the agents with the Rail’s ecosystem

 – evaluating the results.

 

We have a big international team (around 30 enineers currently), distributed between the client and GlobalLogic. Young, motivated, full of ideas, pioneering vibe, resolving the challenges and buidling user-centric solutions. This might be the 1st great experience and learning on how the GenAI / AI framework of enterprise level might be built and adopted inside the organization, witnessing both technical challenges resolution and business challenges resolution on this way.

Work includes ideation, investigation and research, design, work on product requirements, as well as execution with coding.

 

#LI-OE1

#LI-Remote

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.