13 Oct
|
Ericsson
|
Bengaluru
13 Oct
Ericsson
Bengaluru
Join our Team
About the Chance:
Ericsson Enterprise Wireless Solutions (BEWS) drives Ericsson's Enterprise Networking and Security business. Our growing portfolio spans WAN, LAN, and enterprise security solutions. We are the global leader in Wireless-WAN enterprise connectivity and are rapidly expanding our Private 5G and Secure Access Service Edge (SASE) offerings.
What Will You Do:
• Lead the design and deployment of machine learning and statistical models that solve complex business challenges.
• Architect and build Agentic AI solutions including multi-agent systems, autonomous reasoning loops, tool-using agents, and orchestration frameworks for intelligent network operations.
• Design and implement LLM-powered applications using RAG, domain-adapted models, prompt engineering, structured outputs, and evaluation frameworks such as RAGAS and LLM-as-Judge.
• Partner with data engineers, product managers, and architects to identify high-value AI opportunities and deliver scalable production solutions.
• Perform data exploration, feature engineering,
and dataset preparation for ML and LLM-based systems.
• Evaluate model performance and ensure robustness, interpretability, fairness, and reliability across traditional ML and transformer-based models.
• Develop reusable AI frameworks, tools, and libraries that improve team productivity and solution quality.
• Stay current with advancements in AI/ML research, open-source technologies, and industry trends.
What You Will Bring:
• 8–14 years of experience in Data Science and Machine Learning with increasing ownership and technical leadership.
• Strong expertise in regression, classification, clustering, ensemble methods, time-series analysis, and anomaly detection.
• Hands-on experience building LLM solutions using RAG, prompt engineering, vector databases, context management, and orchestration frameworks.
• Experience designing Agentic AI workflows, including tool-calling agents, memory architectures, and autonom
📌 Senior Data Scientist (Bengaluru)
🏢 Ericsson
📍 Bengaluru