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Tier-1 brand, Bangalore location, and mid-level ML role with broad AI requirements increase competition.
Role requires deep ML/LLM engineering and production AI experience, limiting cross-industry transferability.
Requires 6+ years and specific ML/LLM, framework, and production deployment experience.
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Design, build, deploy, and maintain production-grade AI/ML applications supporting automation and business workflows.
Provide hands-on technical leadership in AI engineering including architecture, design decisions, and establishing strong engineering practices across the AI application lifecycle.
Collaborate with Data Scientists, engineers, product partners, and stakeholders to convert ambiguous problems into scalable, reliable AI solutions and ensure alignment to enterprise standards.
Bachelor's degree in Science, Technology, Engineering, Mathematics or equivalent industry experience; Master's preferred in Computer Science or related AI/ML fields.
Minimum 6 years of hands-on software engineering experience including building and operating production systems.
Strong experience developing AI/ML applications, including LLM-powered and agentic systems, with proficiency in Python and frameworks like PyTorch or TensorFlow.
Experience with model APIs, prompt orchestration, agent development, cloud ML platforms, containers, observability tools, and modern software engineering best practices.
Experienced technical leader capable of translating ambiguous business needs into practical AI/ML solutions and influencing technical direction.
Expert in production AI systems addressing automation and intelligent workflows, comfortable with LLMs, agentic systems, and scalable AI application architecture.
Proficient in cross-functional collaboration, mentoring, maintaining high engineering standards, and evolving reusable AI engineering patterns.