Senior Full-Stack Machine Learning Engineer – GenAI, Agentic Systems

Poppulo

Senior Full-Stack Machine Learning Engineer at Poppulo focusing on innovative AI-driven solutions and redefining employee communications, partnering across teams.

Posted 4/28/2026full-timeRemote • 🇮🇳 IndiaSeniorWebsite

Tech Stack

Tools & technologies

Cloud

About the role

Key responsibilities & impact

Own end-to-end delivery of AI features across model, backend, APIs, UI integration, deployment, monitoring, and iteration in production
Solve complex challenges with AI/ML: Design, develop new AI-powered products that deliver the product roadmap, including agentic AI solutions that orchestrate LLMs, tools, and workflows to solve multi-step problems autonomously.
Implement ML lifecycle - from data engineering and model development to cloud-based deployment, integrations and operationalisation. Incl. MLOps
Productionise full-stack AI/ML solutions: Translate emerging techs like GenAI& agenticAI architectures into innovative, practical solutions that transform customer experiences.
Align with Product Strategy: Create proof of concepts at high cadence to demonstrate/validate potential solutions as per our product strategy.
Optimise Model and system performance: Fine-tune, optimise training and inference performances, including latency, cost, and reliability trade-offs in agent-based and LLM-driven systems.
Wider collaboration: Partner with cross-functional teams to demonstrate and validate the impact of ML innovations before introducing them into the product ecosystem.
Research Savvy: Staying up-to-date with SOTA and industry trends in AI/ML, with a strong awareness of advances in agentic systems, autonomous workflows, and multi-agent architectures.

Requirements

What you’ll need

Master’s or PhD in AI/ML or a related field
At least 6+ years of experience building software or AI systems, including 1–3 years working with LLMs, generative AI, or AI agent architectures.

Benefits

Comp & perks

An excellent workplace culture
Competitive salary
Company performance-related bonus
Medical insurance
Flexible working hours
Educational assistance
In-house soft skills training

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills & Tools

AI features deliveryAI/ML product developmentMLOpsdata engineeringmodel developmentcloud-based deploymentfull-stack AI/ML solutionsmodel optimisationinference performance tuningagent-based systems

Soft Skills

problem-solvingcollaborationcommunicationresearchinnovationstrategic alignmentvalidationadaptabilitycreativitycross-functional teamwork

Certifications

Master’s in AI/MLPhD in AI/ML