Senior AI Full-Stack Engineer

We’re looking for a Senior AI Full-Stack Engineer to join a healthcare client project and build AI-powered applications and automation systems that improve operational efficiency across engineering and business workflows.

The role focuses on developing full-stack applications integrated with AWS Bedrock and other AI services, building secure services for data access (including MCP-based integrations), and creating intelligent tools that help teams move faster from proof-of-concept to production-ready healthcare solutions.

You’ll work at the intersection of full-stack development, AI integration, and cloud-native architectures in a regulated healthcare environment.

Responsibilities:

• Design and develop full-stack applications leveraging AWS Bedrock to enable AI-driven automation and productivity;
• Build AI-powered tools for analytics, business process automation, and workflow optimization, including code review and documentation generation;
• Develop internal AI assistants and chatbots that help teams access information and complete tasks more efficiently;
• Architect and implement MCP (Model Context Protocol) services for secure AI-driven access to healthcare data, including data discovery, validation, and quality monitoring;
• Develop backend APIs and services using Python and modern web frameworks;
• Build frontend applications using modern JavaScript frameworks with a focus on intuitive user experiences that abstract complex AI capabilities;
• Integrate applications with AWS services such as Lambda, API Gateway, S3, and Aurora Serverless;
• Implement role-based access controls, security best practices, and compliance requirements when working with regulated healthcare data.

Requirements:

• 5+ years of full-stack development experience with modern web technologies;
• Strong experience with AWS Bedrock and foundation model integration in applications;
• Advanced Python development skills with experience in web frameworks (FastAPI preferred);
• Strong frontend development experience with modern JavaScript frameworks (React preferred);
• Experience with AWS cloud services (Lambda, API Gateway, AppSync, S3, Aurora Serverless, Cognito);
• Understanding of AI/ML concepts and experience integrating AI services into applications;
• Strong background in API design and database architecture;
• Experience with security best practices and HIPAA compliance in web applications;
• Proven ability to work independently and drive complex technical projects.
• At least an Upper Intermediate level of spoken and written English.

Will be a plus:

• Experience building MCP servers or similar AI integration systems (including RAG and vector databases);
• Hands-on experience with LLM fine-tuning or prompt engineering;
• Experience with data lake technologies and AWS Lake Formation;
• Familiarity with modern DevOps practices and Infrastructure as Code (CDK preferred);
• Experience with real-time web applications, containers, and microservices architectures;
• Background in healthcare technology or experience working with medical data.

IT Craft offers:

• Competitive compensation according to the qualifications;
• Flexible working hours, remote work;
• Opportunity for career growth;
• The reward for sport activities;
• In-house English training;
• A friendly team of open-minded people.

Please send your CV.

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