11 Oct
|
Brillio
|
Bengaluru
Data Science Lead
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Job requirementsExperience Range: With at least 8 years of experience in AI/ML engineering, machine learning, data science, software engineering, or related fields Key Responsibilities:
• Design and implement advanced machine learning and AI solutions, including LLM-based applications and agentic AI systems, to address complex business challenges and deliver measurable business outcomes
• Lead the development, deployment, and operation of production AI/ML and GenAI models across major cloud platforms such as Azure, AWS, or GCP, ensuring high availability and scalability
• Build, orchestrate, and optimize AI agents and autonomous workflows, focusing on robust memory, context management, and multi-agent architectures
• Drive enterprise AI/ML workloads within the Databricks ecosystem, leveraging Databricks AI Agents, Model Serving, Vector Search, MLflow, and Unity Catalog to enhance operational efficiency
• Establish and maintain MLOps and LLMOps practices, including CI/CD pipelines, model lifecycle management, experiment tracking, evaluation,
and monitoring for continuous improvement
• Develop and apply RAG architectures, embeddings, vector databases, prompt engineering, and LLM evaluation frameworks to improve model performance and reliability
• Ensure AI security, responsible AI practices, data privacy, and effective mitigation of hallucination, prompt injection, and GenAI guardrails
• Mentor engineers and provide technical leadership, collaborating with cross-functional teams to deliver scalable, enterprise-grade AI solutions
Required Skills:
• Advanced hands-on programming experience in Python
• Proficiency in SQL and experience with large-scale structured and unstructured datasets
• Robust practical understanding of machine learning and AI fundamentals
• Hands-on experience building and deploying LLM-based applications
• Expertise in agentic AI including agent orchestration, autonomous workflows, tool/function calling, planning
📌 Data Science Lead (Bengaluru)
🏢 Brillio
📍 Bengaluru