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Vention is a global engineering partner to tech leaders and fast-growing startups, combining 20+ years of product development expertise with an AI-first approach and a reputation for reliable delivery. Our AI team is working on projects in language models, computer vision, and MLOps, applying machine learning to real-world problems. We’re also partnered with AWS, Microsoft, and Google to stay up to date with the latest tools and technologies.
Job Responsibility:
Design and build production-grade AI/ML systems, APIs, and intelligent agents for healthcare automation
Implement secure, scalable RESTful APIs and WebSocket services for real-time interactions
Work with Large Language Models (OpenAI, Anthropic, etc.), apply prompt engineering, and stream token-level responses
Use LangChain, LlamaIndex, or similar frameworks for LLM-based applications
Develop backend services in Python (FastAPI/Flask) and collaborate with frontend engineers on interactive UI components
Connect intelligent systems with vector databases and semantic search platforms for context-aware reasoning
Train, deploy, and monitor ML models with governance and versioning via Databricks Unity Catalog
Support CI/CD pipelines for model lifecycle and ensure audit readiness
Work with global data engineering teams to access structured and unstructured datasets securely
Requirements:
Strong experience in AI/ML development and backend engineering
Proficiency in Python and frameworks like FastAPI or Flask
Hands-on experience with LLMs, prompt engineering, and orchestration frameworks (LangChain, LlamaIndex)
Knowledge of Databricks Unity Catalog and MLOps practices
Familiarity with vector databases and semantic search
Ability to design secure, scalable APIs and real-time services
Full-stack development experience and collaboration skills
What we offer:
EDU corporate community (300+ members): tech communities, interest clubs, events, a small R&D lab, a knowledge base, and a dedicated AI track
Licenses for AI tools: GitHub Copilot, Cursor, and others
24 working days of vacation per year
Expanded medical insurance
Corporate getaways & team building activities
Fitpass sport program
Support for significant life events
Access to discounts across a variety of stores, restaurants & cafes through a corporate discount program
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