Senior Data Engineer
4 weeks ago
Job Title: Senior Data Engineer
Job Summary: We are seeking a highly skilled Senior Data Engineer to join our team at Worksconsultancy. As a Senior Data Engineer, you will be responsible for designing, developing, and deploying scalable data transformation, machine learning, and deep learning code, pipelines; managing data and model versioning, training, tuning, serving, experiment and evaluation tracking dashboards.
Key Responsibilities:
- Design and develop data pipelines using cloud platforms.
- Collaborate with cross-functional teams to ensure data quality and integrity.
- Develop and maintain tools and infrastructure for data processing.
- Lead the development of ETL and machine learning model lifecycle: develop, deploy, monitor, maintain, and update data and models in production.
Requirements:
- 5+ years of experience in data engineering with cloud platforms.
- Strong DevOps, Data Engineering, and ML background with Cloud platforms.
- Experience in containerization and orchestration (such as Docker, Kubernetes).
- Experience with ML training/retraining, Model Registry, ML model performance measurement using ML Ops open-source frameworks.
- Fluency in Python data tools e.g. Pandas, Dask, or Pyspark.
- Experience working on a large scale, distributed systems.
Nice-to-have Skills:
- Jenkins, K8S.
- Google Cloud certification.
- Unix or Shell scripting.
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