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Tools for Humanity
3mo ago

Software Engineer, AI Data Infrastructure(m/w/x)

München
from 153,000 / year
Full-timeOn-siteExperienced
AI/ML

Description

In this role, you will be at the forefront of maintaining and evolving a robust data platform for AI pipelines. Your work will involve designing data ingestion processes, building APIs, and ensuring data integrity while collaborating with research teams.

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Requirements

  • 4 - 6 years proficiency in Python and Go
  • Comfort with containerization and orchestration tools like Docker and Kubernetes
  • Experience with AWS services (S3, KMS, IAM) and Terraform
  • Skilled in designing and operating data ingestion and transformation workflows
  • Familiarity with CI/CD pipelines and version control practices, ideally using GitHub Actions
  • Commitment to building secure and observable systems
  • Ability to contribute lightweight internal dashboards using frameworks like Streamlit or Next.js
  • Obsession with reliability, observability, and data governance
  • Strong fundamentals in data modeling and schema design
  • Comfortable working with NoSQL systems like MongoDB
  • Experience with event-driven data pipelines using SQS, SNS, Lambda, or Step Functions
  • Knowledge of data partitioning strategies and large-scale dataset optimization
  • Familiarity with metadata management and dataset versioning
  • Exposure to monitoring and alerting stacks such as Datadog or Prometheus
  • Proficiency in Rust or interest in learning it

Work Experience

4 - 6 years

Tasks

  • Design and maintain ingestion pipelines for data transfer
  • Develop transformation processes for clean, structured tables
  • Build internal APIs and backend services for data access
  • Instrument systems with metrics and automated checks
  • Contribute to MLOps tooling for dataset monitoring
  • Improve CI/CD pipelines and integration tests
  • Build lightweight dashboards for internal data access
  • Design scalable, fault-tolerant real-time data pipelines
  • Own the lifecycle of critical data assets with tracking and control
  • Work with structured and semi-structured data sources

Tools & Technologies

PythonGoDockerKubernetesAWSTerraformStreamlitNext.jsMongoDBSQSSNSLambdaStep FunctionsDatadogPrometheusRust

Languages

EnglishBusiness Fluent

Benefits

Healthcare & Fitness

  • Healthcare
  • Dental

Other Benefits

  • Vision
  • Life insurance

Retirement Plans

  • 401(k) plan and match

Flexible Working

  • Flexible time off

Parking & Commuter Benefits

  • Commuter benefits
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