Job Senior AI Full-stack Engineer

Job description

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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