
Agentic Automation Analyst
3 days ago
About Idolize
Idolize is a fast-growing AI tech company at the forefront of HyperAutomation. For over 6 years, we've helped enterprises transform operations by combining RPA, workflow tools, computer vision, NLP, and GenAI into powerful, scalable automation solutions. We're now expanding our capabilities through a dedicated Center of Excellence focused on Agentic AI and LLM Ops—enabling the next generation of intelligent, autonomous enterprise systems. If you're passionate about AI, automation, and building what's next, Idolize offers an exciting, innovation-driven environment where your work creates real impact. What is expected from you:
Educational Background
- Degree: B.Tech/B.E. in Computer Science or Information Technology; M.Tech (CS/IT) or MCA.
- Experience Level: 1+ years of hands-on experience in AI/ML system deployment, LLM integration or software automation.
- Overall experience shall be more than 1 year and less than 5 years out of which 1 year is mandatorily in AI driven development and innovations Technical Skills
- Build a Basic Chatbot: Architect and implement a maintainable chatbot skeleton, routing user inputs through your LLM pipeline.
- Add Tools: Integrate external APIs, databases, and microservices so agents can fetch data and execute actions.
- Add Memory: Design context‐management layers that persist and recall past interactions for coherent multi‐turn dialogues.
- Add Human-in-the-Loop: Embed review checkpoints—alerts or UI prompts—allowing human operators to supervise and correct outputs.
- Customize State: Maintain a central session "state" store (TypedDict or custom class) to control parameters, flags, and intermediate results across workflows.
- LLM Integration: Proficiency with OpenAI/Azure OpenAI APIs or Hugging Face; fine-tuning and versioning transformer models.
- Containerization & Orchestration: Docker, Kubernetes
- Vector Search & RAG: Hands-on experience with FAISS, Qdrant or similar for retrieval-augmented generation.
- API Development: Building and securing scalable inference endpoints (FastAPI, AWS Lambda + API Gateway).
• Keywords which shall be part of your profile and work: 'Python', 'Docker', 'Kubernetes', 'Terraform', 'DVC', 'LangChain', 'LangGraph', 'FAISS/Qdrant', 'Prompt Engineering', 'CI/CD', 'FastAPI', 'Cloud (AWS/Azure/GCP)'
Desired Traits
- Problem Solving: Strong analytical mindset with an ability to decompose complex automation challenges.
- Communication: Clear, concise articulation of technical designs and findings to both technical and non-technical stakeholders.
- Learning Attitude: Proactive in researching new GenAI/LLM techniques and integrating them into existing pipelines.
- Team Player: Mentoring junior engineers and fostering a collaborative, solutions-driven environment. Additional Qualifications.
- Prompt Engineering: Hands-on work crafting, evaluating and refining prompts for diverse LLM tasks.
- RPA & Grid Automation: Experience with Selenium Grid or enterprise RPA platforms (Automation Anywhere, PowerAutomate).
- Cloud Native & Serverless: Deploying GenAI workloads on AWS SageMaker, Azure ML or GCP Vertex AI.
- Open Source Contributions: Public projects or research publications in NLP, LLMs or related tools.
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