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Tier-1 brand and metro Bengaluru increase applicant density despite specialized ML systems requirements.
Specialized ML model and infra skills moderately limit cross-industry transferability.
Explicit 7+ years requirement and multiple mandatory ML, backend, and infra skills enforce stringent shortlisting.
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Build and maintain a scalable, high-performance operations platform with responsive frontend and robust backend.
Design, develop, fine-tune, and optimize domain-specific small language models for enterprise applications with a focus on accuracy, low latency, and edge deployment.
Develop and manage inference pipelines, RESTful APIs, databases, security, and integrations to ensure high availability, fault tolerance, and efficient operations.
Bachelor's or Master's degree with 7+ years of total experience.
Strong skills in Python, React.js, NodeJS, NextJS, HTML5, CSS3, JavaScript (ES6+), and modern frontend frameworks (e.g., Tailwind, SCSS).
Experience with API design, data modelling, monitoring tools (Prometheus, Grafana), infrastructure as code (Ansible, Terraform), and databases (PostgreSQL, MySQL, or MongoDB).
Work Experience Required: 7+ years total experience.
Experienced in building full-stack scalable systems with strong backend API and database design expertise.
Skilled in fine-tuning and optimizing AI small language models for enterprise use cases and edge deployment.
Familiar with modern DevOps practices including CI/CD, configuration management, and cloud platforms like AWS, along with containerization and message brokers.