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2 X Senior AI Developer (Serverless & AWS)

Project specification

Project duration
Period 25.08.2025 - 07.01.2026
Project location
Location Munich, Germany
Project capacity
Capacity from 95%
Daily rate range
Daily rate 600 - 704€
Remote work ratio
Remote from 95%
Required languages
Languages
German (Advanced)
English (Advanced)

Project expertise

Industries
Advertising Information Technology
Areas
Information Technology Marketing

Description

We are looking for a highly skilled and experienced Senior AI Developer to join our AI & Automation team. In this role, you will design and implement cutting-edge AI solutions with a strong focus on autonomous agents, machine learning workflows, and cloud-native architectures to drive innovation in the marketing industry.

Our team develops intelligent, scalable systems that power automation and optimization across marketing channels — from content generation and personalization to campaign performance analysis and predictive insights. You will work at the intersection of AI, marketing technology, and software engineering, building serverless solutions on AWS that enable measurable business impact.

This is a hands-on technical role that requires deep expertise in AI system development as well as practical experience with AWS services and modern backend architectures. You’ll be part of a distributed, cross-functional team shaping how AI transforms marketing.

  • Responsibilities**

  • Design, develop, and deploy AI-driven systems and agent-based architectures on AWS

  • Build intelligent workflows using AWS serverless services (e.g. Lambda, Step Functions, DynamoDB, S3, EventBridge)

  • Integrate language models (Amazon Bedrock) into scalable applications

  • Develop and orchestrate autonomous agents for data processing, decision-making, or task automation

  • Design and optimize prompts to maximize the performance of LLM-based systems

  • Fine-tune foundational models and apply NLP techniques to align AI behavior with business needs

  • Collaborate with data scientists, backend engineers, and DevOps to bring AI models into production

  • Implement monitoring, logging, and error handling to ensure system reliability and performance

  • Design and integrate data ingestion and preprocessing workflows for structured and unstructured data

  • Ensure compliance with data protection policies and implement secure-by-design principles when handling confidential marketing data

  • Contribute to architecture and infrastructure decisions for AI services

  • Apply a “cloud-native” and “infrastructure-as-code first” mindset when designing and deploying solutions

  • Design systems with a clear understanding of stateful vs. stateless architectures and their impact on scalability, reliability, and cost

Requirements

  • 5+ years of experience in software development, with at least 2 years focused on AI/ML systems

  • Strong experience with AWS, including Lambda, API Gateway, Step Functions, DynamoDB, S3, EventBridge, CloudWatch, IAM, Amazon Bedrock and SSM Parameter Store

  • Hands-on experience with prompt engineering and crafting effective interactions with LLMs

  • Experience in fine-tuning foundation models and applying natural language processing (NLP) techniques

  • Proven track record of building agent-based architectures or intelligent automation systems

  • Proficient in Python with solid understanding of software engineering best practices

  • Solid experience with Git/GitHub workflows and collaborative software development

  • Experience with event-driven and serverless architectures, and the ability to evaluate trade-offs with container-based approaches

  • Familiarity with MLOps concepts and tools (e.g. model deployment, monitoring, versioning)

  • Familiarity with infrastructure-as-code tools such as Terraform or AWS CloudFormation

  • Understanding of the full software development lifecycle (SDLC), from planning through deployment

  • Strong problem-solving skills and the ability to work independently in an agile, fast-paced environment

  • Excellent communication skills and the ability to collaborate across disciplines

  • Nice to Have**

  • Experience with vector databases (e.g. Pinecone, FAISS, Weaviate, ChromaDB, Milvus)

  • Knowledge of agent frameworks (e.g. LangChain, CrewAI, AutoGen, LangGraph)

  • Experience with real-time data processing (e.g. Kinesis, Kafka)

  • Familiarity with machine learning frameworks (e.g. TensorFlow, PyTorch)

  • Relevant AWS certification(s) like AWS Certified AI Practitioner

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Frequently asked questions

The project is based in Munich, Germany.

The project preferably starts in August 2025 and is planned to end in January 2026 (5 months).

The project requires a commitment of 95 - 100% capacity (full-time).

The project offers 95 - 100% remote work.

The project offers a daily rate of 600 - 704€ which breaks down to an hourly rate of 75 - 88€/h.

The project requires the following languages: German (Advanced) and English (Advanced).

The project is related to the following industries: Advertising and Information Technology.

The project covers the following business areas: Information Technology and Marketing.

Yes! Recommend a freelancer for the project and earn 30% of FRATCH's profits every time they get placed — for the duration of that project. Simply share your invite link with a colleague to get started.

To apply for the project, click the Apply button on the project page to submit your profile for review. We will forward your resume to the client and get back to you within a few days.
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