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GenAI Architect

3 months ago

Jersey City, United States Sonata Software North America Inc. Full time

Sonata Software Overview


Sonata is a global technology company specializing in platform-based digital transformation, supporting businesses to become connected, open, intelligent and scalable. Sonata’s Platformation™ methodology brings together industry expertise, platform technology excellence, design innovation and strategic engagement models to deliver sustained value to customers. A trusted partner of world leaders in the retail, manufacturing, distribution, travel, services and software industries, Sonata’s software portfolio includes the Brick & Click Retail Platform©, Modern Distribution Platform©, Rezopia Digital Travel Platform©, Kartopia E-commerce Platform©, Halosys enterprise development automation Platform©, CTRM Commodity Trading and Risk Management Platform© and KODO - AI Powered Customer Experience (CX) Platform. Sonata’s Platformation approach ensures services built on Microsoft Dynamics 365, Microsoft Azure, AWS, Cloud Engineering and Managed Services deliver on the Platformation promise. As world leaders in digital technologies including IoT, Artificial Intelligence, Machine Learning, Robotic Process Automation, Chatbots, Block Chain and Cyber Security, Sonata’s people and systems are nurtured to deliver on our commitment to excellence in business technology solutions.


Role: GenAI Architect

Location: Jersey City, NJ (Hybrid)

Type of Hire: Full Time


AWS Stack and Python experience is mandatory.


Job Description

1. Requirement Analysis: Work closely with stakeholders to understand business objectives and identify opportunities for AI integration.

2. Solution Design: Architect end-to-end AI solutions, considering factors like data availability, computational resources, and scalability.

3. Algorithm Selection: Evaluate various AI algorithms and techniques to choose the most suitable ones for specific use cases, balancing performance and efficiency.

4. Model Development: Lead the development of machine learning models, including data preprocessing, feature engineering, model training, and evaluation.

5. Infrastructure Planning: Collaborate with IT teams to design infrastructure requirements for AI systems, including cloud platforms, data storage, and computational resources.

6. Performance Optimization: Optimize AI models and algorithms for efficiency, scalability, and real-time performance.

7. Integration: Integrate AI solutions with existing software systems and workflows, ensuring seamless operation and minimal disruption.

8. Documentation: Create architecture and support team in reviewing the technical specifications and other documents.

9. Team Leadership: Provide technical leadership and mentorship to junior team members, fostering a culture of learning and innovation.

10. Continuous Learning: Stay abreast of the latest developments in AI technologies, tools, and methodologies, and incorporate them into the design and development process.

11. Strong programming skills in languages such as Python or Java with experience in libraries/frameworks like TensorFlow, PyTorch, scikit-learn, etc.

12. Familiarity with AWS and associated services for AI deployment.




Why join Sonata Software?

At Sonata, you´ll have an outstanding opportunity. The chance to use your skills and imagination to push the boundaries of what´s possible. To build never seen before solutions to some of the world’s toughest problems. You´ll be challenged, but you will not be alone. You´ll be joining a team of diverse innovators, all driven to go beyond the status quo to craft what comes next.


Sonata Software is an Equal Opportunity Employer encouraging diversity in the workplace. All qualified applicants will receive consideration for employment without regard to race, national origin, gender identity, age, religion, disability, sexual orientation, veteran status, marital status, or any other characteristics protected by law.