2 days ago
Kolkāta, IndiaStaff+
Responsibilities
- Design end-to-end architectures and reusable reference patterns for production-grade GenAI and AI systems.
- Architect scalable RAG pipelines, agentic workflows, and multi-agent systems.
- Evaluate large language models, vector databases, orchestration frameworks, integration tools, and cloud-native AI services.
- Collaborate with data scientists, security teams, developers, and business leaders to align AI solutions with organizational needs.
- Embed governance, privacy, ethical, compliance, and security considerations throughout the AI lifecycle.
- Guide model deployment, monitoring, performance optimization, model drift handling, retraining, and lifecycle management.
- Drive scalable and performant cloud-based AI adoption and translate AI advancements and regulations into strategic roadmaps.
Requirements
- Bachelor's or master's degree in computer science, statistics, engineering, or a related field.
- Proven experience architecting large-scale AI/ML systems in production environments.
- Deep expertise in Python, PyTorch, TensorFlow, and deep learning practices.
- Strong knowledge of large language model architectures, fine-tuning techniques, and deployment strategies.
- Hands-on experience with RAG pipelines, embeddings, and vector databases.
- Familiarity with agentic GenAI frameworks and integration protocols.
- Experience with AWS, Azure, Docker, and Kubernetes.
- Understanding of MLOps principles, including observability, model governance, CI/CD pipelines, and retraining workflows.
- Ability to communicate complex AI strategies to technical and non-technical stakeholders.
- Demonstrated commitment to responsible AI, governance, and ethical considerations.
- Experience scaling AI solutions in telecom or similarly complex enterprise environments is a bonus.
Categories
About Ericsson
Ericsson is a publicly traded telecommunications vendor that builds mobile network infrastructure (RAN, core, OSS/BSS), cloud platforms, and managed services for communications providers and enterprises. Founded in 1876 and headquartered in Kista, Stockholm, it supplies 5G systems to operators worldwide and owns Vonage, expanding network APIs and enterprise communications offerings.