
Generative AI Architect
14 hours ago
NCS, a subsidiary of Singtel Group, is a leading technology services firm with presence in Asia Pacific and partners with governments and enterprises to advance communities through technology. Combining the experience and expertise of its 13,000-strong team across 57 specializations, NCS provides differentiated and end-to-end technology services to clients with its NEXT capabilities in digital, data, cloud and platforms, as well as core offerings in application, infrastructure, engineering and cybersecurity. Job Title: Generative AI Architect, PuneExp.
: 10-13 YearsLocation: Hinjewadi, PuneNotice Period: 0-30 DaysJob Summary:Highly experienced and innovative Generative AI Architect to design, lead, and implement advanced AI solutions leveraging large language models (LLMs), multimodal models, and generative frameworks
Define the architecture for scalable, secure, and efficient AI systems while collaborating with cross-functional teams to deliver applications in areas such as customer experience, automation, and data analysis. Key Responsibilities:Architect and design generative AI systems using LLMs (e.g., GPT, CoPilot) and multimodal models (e.g., text-to-image, video, audio). Hep Define and Adopt a Gen AI charter for NCSI, which will act like a guiding principle for every project / internal team that are currently engaged in any project delivery
Proactively define Use Cases, which can be developed and deployed across internal teams as well as other projects
Engage and work closely with Project teams, to help them arrive at Gen AI Use Cases, which will have positive outcomes and impact on their day-to-day tasks / project deliverables
Work closely with project leads, to ensure alignment between AI program definition and business needs
Through Gen AI initiatives, drive Continuous Improvement resulting into Process Optimization, Cost Savings and eradicating redundancies
Identify goals/achievements for every Gen AI Use Case deployment and track their successful deployment through tangible savings
Lead proof-of-concept (PoC) and production deployments for generative AI applications across business functions
Establish best practices for AI Governance, Model Monitoring, and Ethical AI UsageOptimize model performance, latency, cost, and scalability.Stay current on advancements in Gen AI, and identify emerging tools or frameworks
Contribute to strategic decisions on build vs. buy, cloud vs. on-premise, and vendor selection
Establish close connect and engage with NCS Singapore Gen AI Leads to determine re-use of use cases and Gen AI policies
Required Qualifications:Bachelor's or master's degree in Computer Science, Data Science, AI/ML, or a related field5+ years of experience in AI/ML roles, with 2+ years focused on generative AI, LLMs, or transformer-based models
Strong understanding of LLMs, diffusion models, embeddings, vector databases, and NLP pipelines
Proficiency in Python and ML libraries/frameworks (e.g., PyTorch, TensorFlow, Hugging Face, LangChain)Experience deploying models via APIs, Docker, Kubernetes, or cloud platforms (AWS/GCP/Azure)Familiarity with model lifecycle management (e.g., MLflow, BentoML, Ray)Strong communication skills and the ability to explain complex AI systems to non-technical stakeholders.Why Join Us?Be part of a growing organization, that is committed to drive Gen AI usage and advantage in supporting growth
Get involved into defining organization-wide AI Roadmap and Gen AI framework
Influence the future of AI in business-critical applications
Follow your passion to explore the untapped opportunities of Gen AICollaborative and innovative environment with opportunities for growth
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