Senior Cloud AI Engineer (RAG Platform)
Your responsibilities:
- Architect & Develop: Design, develop, test, and deploy a scalable and secure RAG (Retrieval Augmented Generation) service using Python and serverless AWS technologies.
- Infrastructure as Code: Define and manage all required AWS infrastructure using the AWS Cloud Development Kit (CDK)
- Data Ingestion & Processing: Implement robust pipelines for processing and embedding unstructured data (e.g., PDF, DOCX, HTML), making it ready for semantic search and retrieval.API Development:
- Build and maintain a RESTful API for the service
- CI/CD & Automation: Maintain CI/CD pipelines (GitLab CI)
- Monitoring & Optimization: Implement comprehensive monitoring and logging to track service health, performance, and cost. Proactively identify and resolve bottlenecks or issues.
- Collaboration: Work closely with our cloud engineering, data science, and AI Platform teams to ensure seamless integration, operational excellence, and alignment with company-wide standards.
We are looking for you, if you have:
- Experience: 5+ years of professional software engineering experience with a focus on Python, including designing and building scalable, production-grade applications
- Cloud Expertise: [VERY IMPORTANT] 3+ years of hands-on experience with AWS (AWS Lambda, Step Functions, IAM, VPC, S3, DynamoDB,API Gateway, CloudFormation / CDK)
- API Development: Proven experience building and managing high-volume RESTful APIs, with a strong understanding of best practices for performance and security
- DevOps: Experience with Docker and building CI/CD pipelines (GitLab CI is a plus)..
- AI/ML Fundamentals: A strong conceptual and practical understanding of GenAI concepts, particularly embedding models, vector search, and reranking algorithms.
- GenAI Frameworks: [HIGHLY DESIRABLE] Hands-on experience with agentic or RAG-specific frameworks like LangChain or LlamaIndex.
- Strong sense of ownership and a proactive approach to new tasks or any issues
- Strong verbal and written communication skills in English
- Modern Python: Expertise in modern Python development practices, including type hints, uv package manager, and data validation libraries like Pydantic.
- Data Parsing: Specific experience with complex data extraction challenges, such as parsing intricate PDF files or other unstructured document formats.
- Observability: Experience with monitoring and observability tools like AWS CloudWatch, Grafana, or similar.
- GxP Experience: Previous experience working on projects in a regulated GxP environment is a significant plus.
- Cross-Cloud Knowledge: Familiarity with comparable services on other clouds, such as Azure AI Search.
We offer:
- Interesting and challenging projects
- Flexible working hours
- Friendly, non-corporate atmosphere
- Stable working conditions (CoE or B2B)
- Possibility for self-development and promotion in the company
- Rich benefits package
- Possibility to work remotely
We reserve the right to contact the selected candidates.
Why is it
worth joining TTMS?
Flexible working hours
Not everyone is comfortable operating a company during the standard 9 a.m. – 5 p.m. hours. We have been successfully running projects for many years despite diversified work patterns.
Possibility of remote work
At TTMS, desk-to-desk work is what drives us, but we understand if someone prefers a remote or hybrid model. We are equipped with all the necessary tools to perform either at home or in the office.
Great, non-corporate atmosphere
Professionalism, attention to the quality of work and a friendly, informal atmosphere are not mutually exclusive. A flat structure and natural, friendly relationships create the basis for creativity and innovation.
Interesting, international projects
We create solutions for medium and large companies, we are present in Poland, Malaysia, Denmark, the UK, Switzerland, and India – the effects of your work will travel around the world. In TTMS you have an influence on the company’s success.
Together towards climate neutrality
We select subcontractors to minimize the carbon footprint, organize bush plantings, save peat bogs – all to achieve climate neutrality in 2025. We are glad that we are attracting more and more people who also care about sustainable development and environmental protection.
Friendly offices
Our offices are modern spaces that inspire employees and are environmentally friendly. Białystok is the kingdom of Marvel superheroes, Krakow is a soothing tropical forest, Wrocław is an art gallery, and the Lublin branch is a rock “hall of fame”.
Would you like to work for us?
Sending CV
Include information about technical skills, knowledge of programming languages and IT tools, and possibly experience in projects.
Phone Screening
The interview is aimed at assessing the candidate’s suitability for the position and verifying basic information from the CV. It is also an opportunity to discuss the candidate’s expectations and briefly present the job description and working conditions.
HR + technical meeting
We talk about the candidate’s professional experience, but also expectations regarding the new job. This is also the moment to check references and confirm the authenticity of the information provided, which allows you to get to know the candidate better and assess his fit with the company’s organizational culture.
Client company meeting
The candidate is introduced to the client. This stage aims to match the future employee to a specific project, taking into account both their technical skills and design preferences, which maximizes the chances of successful cooperation.
Employment
We sign an agreement that includes the terms of cooperation, scope of duties, remuneration and other key aspects of employment, such as the rights and obligations of both parties. From now on, the candidate becomes an official employee of the company.
Onboarding + first day of work
A comprehensive process of familiarizing a new employee with the organization, team and tools, aimed at making it easier for him to join work as quickly and effectively as possible. In TTMS, we use an internal e-Learning platform to conduct modern onboarding.
Our offices
Warsaw
The heart of our company and our command center
The Management Board of the company and management of individual business areas function here. On a daily basis, it is here that the most important, strategic and business decisions are made, as well as pro-ecological iniciatives. The Warsaw branch – located in Varso Tower – aims to be the first to create a fully eco-friendly office using renewable Energy and environmentally friendly materials, which is confirmed by the BREEM certificate.