Machine Learning Engineer
Newxel
full-time
Posted on:
Location Type: Remote
Location: Remote • 🇵🇱 Poland
Visit company websiteJob Level
Mid-LevelSenior
Tech Stack
AzureCloudDockerKubernetesNoSQLPythonSQL
About the role
- Design and implement end-to-end ML evaluation pipelines supporting large-scale model assessments.
- Build distributed data processing pipelines for ML inference, pre-processing, post-processing, and data transformation tasks.
- Integrate human-in-the-loop annotation and validation systems as part of the evaluation workflow.
- Design and implement scalable job orchestration, task dispatchers, and worker-based architectures for parallel ML workloads.
- Manage storage, indexing, and retrieval of intermediate and final data artefacts.
- Develop monitoring, logging, alerting, and observability for the entire pipeline.
- Collaborate with algorithm and research teams to define flexible and reusable infrastructure components.
- Automate manual and ad-hoc processes into robust, production-grade workflows.
- Optimize resource utilization and ensure cost-effective pipeline operations.
Requirements
- B.Sc. in Computer Science, Software Engineering, or a related technical field.
- 3+ years of production-level *Python* development.
- 3+ years building ML pipelines, data processing systems, or model evaluation infrastructure.
- Strong system design skills and hands-on experience building distributed, scalable systems.
- Experience with cloud compute platforms (Preferably Azure) — compute, storage, and networking.
- Proficiency with: Containerised workloads (Docker, Kubernetes)
- SQL / NoSQL databases.
- Experience integrating data annotation platforms or human labeling workflows.
- Strong ownership mindset, able to independently design, build, and operate complex ML infra systems.
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
PythonML pipelinesdata processing systemsmodel evaluation infrastructuresystem designdistributed systemsscalable systemsSQLNoSQLdata annotation
Soft skills
strong ownership mindsetindependent designbuild and operate
Certifications
B.Sc. in Computer ScienceB.Sc. in Software Engineering