ApplyBackend Engineer - Ranking Team
Posted about 2 months agoViewed
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π Location: Spain
πΈ Salary: 90000.0 - 110000.0 USD per year
π Industry: Machine Learning
π’ Company: Constructor
π£οΈ Languages: English
πͺ Skills: AWSPythonFastAPIGoGrafanaPrometheusREST APIRedisNosqlRustCI/CDTerraform
Requirements:
- Experience in designing, developing & maintaining high-load distributed real-time services (in cloud).
- Proficiency in Infrastructure as Code (IaC) tools like CloudFormation or Terraform for managing cloud resources.
- Experience with MLOps (delivering, loading, and serving ML models and related infrastructure).
- Hands-on experience with setting up and improving CI/CD pipelines.
- Proficiency with Python and, as a plus, compiled languages like C, Rust, or Go.
- Experience in server-side coding for web services and a good understanding of API design principles.
- Skilled in setting up and managing observability tools like Prometheus, Grafana, and integrating alert systems like PagerDuty.
- Familiarity with Service-Oriented Architecture, knowledge of communication protocols like Protobuf, and familiarity with networking principles.
- Experience with NoSQL and relational databases, distributed systems, and caching solutions.
- Experience with major public cloud formation: AWS, Azure, GCP.
Responsibilities:
- Build, deploy, and support robust high-load machine learning-based real-time systems for search and browse experiences.
- Collaborate with technical and non-technical business partners to develop and update ranking functionalities.
- Optimize current ranking service performance to process requests faster.
- Optimize signals delivery and retrieval for machine learning model inference.
- Communicate with stakeholders within and outside the team.
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