Maintain and optimize production LLM and VLM services, including Flask/FastAPI microservices, Dramatiq queues, REST APIs, and Uvicorn/Gunicorn deployments. Design prompt strategies, feedback and evaluation pipelines, and AI routing integrations while monitoring latency, token usage, quality, and errors. Collaborate with engineering teams on scalable microservices, Dockerized deployments, CI/CD, security, and cloud infrastructure.
Role Overview
We are looking for an AI Engineer to maintain and enhance the AI-driven backbone of the Sootra platform. This role involves ensuring production stability of LLM/VLM pipelines, optimizing model interactions, maintaining APIs and queues, and building feedback loops that continuously improve AI outputs.
Responsibilities
- Maintain and optimize LLM- and VLM-powered services for content generation, compliance scoring, and campaign testing.
- Manage and scale Flask/FastAPI microservices, ensuring high uptime and low latency.
- Maintain Dramatiq queues for async AI workflows, campaign generation, and pipeline orchestration.
- Deploy, monitor, and debug Uvicorn/Gunicorn-based hosting in production environments.
- Integrate with OpenRouter and equivalent LLM routing tools to balance cost, latency, and quality.
- Design and refine prompt engineering strategies for reliability, context-awareness, and compliance.
- Build and maintain feedback pipelines for AI model evaluation (human-in-the-loop scoring, automated quality checks, reinforcement).
- Expose and maintain REST APIs for AI services, ensuring secure, versioned endpoints.
- Collaborate with backend/frontend teams to keep microservice architecture aligned and maintainable.
- Track token consumption, latency, and error rates to ensure production-grade performance.
Required Skills
- Programming: Strong in Python, with experience in production-grade codebases.
- Frameworks: Flask (for APIs), FastAPI (optional), Uvicorn/Gunicorn for async hosting.
- Queues/Workers: Dramatiq (or Celery/RQ equivalent) for background jobs.
- AI/ML: Hands-on with LLMs and VLMs, including prompt engineering, fine-tuning, and evaluation.
- AI Infrastructure: Familiar with OpenRouter or equivalent LLM/VLM routing & fallback tools.
- Architecture: Experience designing and maintaining microservice architectures.
- APIs: Strong experience with REST API design (auth, rate limiting, documentation).
- Production: Dockerized deployments, CI/CD pipelines, logging/monitoring, error handling.
- Feedback Loops: Building structured evaluation/feedback systems for AI model performance.
- Cloud: AWS/GCP experience preferred (deployment, monitoring, scaling).
Experience
- 3–5 years as an AI Engineer or Python Backend Engineer working with production systems.
- Prior work with SaaS platforms, LLM/VLM integrations, or AI-first products is highly valued.
Demonstrated ability to maintain AI pipelines in production, not just prototypes.
Similar Jobs
.jpeg)
Artificial Intelligence • Hardware • Information Technology • Machine Learning
Develop and support NAND and SSD products through AI-assisted product bring-up, high-volume manufacturing, failure analysis, yield improvement, and data analysis. Troubleshoot customer returns, develop test flows and validation plans, qualify products for multiple customers, and lead cross-functional resolution of qualification and component issues.
Top Skills:
Artificial IntelligenceNandPcieSASSataSsd
Artificial Intelligence • Hardware • Information Technology • Machine Learning
Leads 24/7 operation, maintenance, engineering, and hook-up of semiconductor fab facilities and critical utilities. Oversees gas and chemical systems, UPW, wastewater, HVAC, electrical infrastructure, cleanroom controls, EHSS compliance, incident response, reliability programs, commissioning, budgets, vendors, and audits. Develops facilities teams, drives preventive maintenance and root-cause analysis, and ensures utility uptime, safety, regulatory compliance, and production continuity.
Top Skills:
Artificial IntelligenceBmsBulk Gas Distribution SystemsChemical Distribution SystemsCleanroom Environmental ControlCmmsElectrical SystemsFmsHvacScadaUltra-Pure Water (Upw)Wastewater Treatment
Events • Food • Travel • Hospitality • Hotels & Resorts
Prepares and cooks menu items under senior chef supervision, manages guest orders, executes recipes, oversees kitchen stations, inspects presentation and quality, maintains sanitation and safety standards, and supports inventory replenishment. The role requires at least one year of cook or trainee experience in a five-star hotel or high-standard restaurant, cuisine knowledge, teamwork, communication, and the ability to work effectively in demanding kitchen conditions.
What you need to know about the Hyderabad Tech Scene
Because of its proximity to leading research institutions and a government committed to the city's growth, Hyderabad's tech scene is booming. With plans to establish India's first "AI city," the city is on track to become one of the world's most anticipated tech hubs, with companies like TransUnion, Schrödinger and Freshworks, among others, already calling the city home.
