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GenAI Architect
2 months ago
Sonata Software is a global technology company that specializes in digital transformation. We are seeking a highly skilled GenAI Architect to join our team.
Role Overview
The GenAI Architect will be responsible for designing and developing end-to-end AI solutions that meet the business objectives of our clients. This includes requirement analysis, solution design, algorithm selection, model development, infrastructure planning, performance optimization, integration, and documentation.
Key Responsibilities
- Work closely with stakeholders to understand business objectives and identify opportunities for AI integration.
- Architect end-to-end AI solutions, considering factors like data availability, computational resources, and scalability.
- Evaluate various AI algorithms and techniques to choose the most suitable ones for specific use cases, balancing performance and efficiency.
- Lead the development of machine learning models, including data preprocessing, feature engineering, model training, and evaluation.
- Collaborate with IT teams to design infrastructure requirements for AI systems, including cloud platforms, data storage, and computational resources.
- Optimize AI models and algorithms for efficiency, scalability, and real-time performance.
- Integrate AI solutions with existing software systems and workflows, ensuring seamless operation and minimal disruption.
- Provide technical leadership and mentorship to junior team members, fostering a culture of learning and innovation.
- Stay abreast of the latest developments in AI technologies, tools, and methodologies, and incorporate them into the design and development process.
Requirements
- Strong programming skills in languages such as Python or Java with experience in libraries/frameworks like TensorFlow, PyTorch, scikit-learn, etc.
- Familiarity with AWS and associated services for AI deployment.
Why Join Sonata Software?
At Sonata, you will have the opportunity to use your skills and imagination to push the boundaries of what is possible. You will be challenged, but you will not be alone. You will 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.
