GenAI / ML Architect IRC286912

Description

Bid Lifecycle Assistant – a highly specialized solution designed to assist the Bid and Sales teams at key stages of the lifecycle of the bid process. This domain-specific solution employs various techniques such as multi-agent GenAI to provide support to the requirements and compliance process, data analysis and tender authoring process. The system is also to support data analytics to facilitate the analysis of trends across the bids in order to support Sales and Product Development teams. This system ensures seamless integration and efficient workflows while maintaining high standards of security and confidentiality.

Requirements

• Extensive experience (5+ years) in AI/ML architecture and solution design, particularly in multi-agent systems and generative AI.
• Proven track record of architecting and delivering AI/ML solutions in complex business environments.
• Deep understanding of generative AI, multi-agent systems, machine learning algorithms, and NLP techniques.
• Experience with data engineering tools and techniques.
• Proficiency with frameworks for AI/ML, such as TensorFlow, PyTorch, etc.
• Familiarity with cloud services for deploying AI solutions.
• Knowledge of CI/CD tools, containerization (Docker, Kubernetes), and version control systems (Git).
• Experience with data visualization tools like Tableau or Power BI for presenting analytics.
• Excellent verbal and written communication skills, able to convey complex technical concepts to non-technical stakeholders.
• Ability to lead diverse teams and projects, fostering collaboration and innovation.
• Strong analytical and critical thinking capabilities to address complex technical challenges.

• Degree in Computer Science, Data Science, Engineering, Mathematics, or a related field. An advanced degree (Master’s or Ph.D.) is preferred.

Job responsibilities

• Design and oversee the architecture of a domain-specific AI solution that supports the lifecycle of the bid process, including requirements, compliance, and data analysis.
• Ensure the system is scalable, maintainable, and integrates seamlessly with existing applications.
• Provide guidance to development teams on best practices for implementing AI and ML models, including multi-agent systems and Natural Language Processing.
• Lead architectural reviews and feature prioritization sessions to align developments with business objectives.
• Work closely with business stakeholders to understand requirements and translate them into technical specifications.
• Facilitate discussions between different teams to gather insights and drive alignment on architectural decisions.
• Oversee the strategy for data collection, storage, and processing to ensure effective data analytics and trend analysis capabilities.
• Advocate for security and compliance measures in all components of the solution architecture.
• Develop performance benchmarks for AI models and ensure continuous monitoring and optimization of the system.
• Address any challenges related to system performance and data handling.
• Provide comprehensive documentation of the architecture, including diagrams, specifications, and data flows.
• Prepare technical reports and presentations for stakeholders.

 

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What we offer

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.

About GlobalLogic

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.