Data Engineering and Machine Learning Pipeline Specialist
3 dni temu
Holisticon Insight, a division of Nexer Group specializing in IoT, AI, and advanced analytics, seeks an experienced Data Engineering and Machine Learning Pipeline Specialist to strengthen its Advanced Analytics team.
As part of this role, you will be working with the client, a Swedish-based leading provider of transport solutions, that has been implementing Databricks as an ML platform since one year back. The company is currently migrating all of its projects to the cloud (Databricks).
About the RoleYou will be responsible for customizing and developing Machine Learning & MLOps pipelines according to the client's IT cloud setup using Databricks and/or AWS services. Your collaboration with Data Scientists, Data Engineers, and front-end developers will be crucial in model development and deployment processes.
- You will customize and develop Machine Learning & MLOps pipelines using Databricks and/or AWS services.
- Collaborate with Data Scientists, Data Engineers, and front-end developers in model development and deployment processes.
- Deploy Mathematical optimization Projects using Databricks and AWS services.
- Optimize and refactor data science notebook codes to scalable and maintainable machine learning/software applications.
- Track, Experiment, and register the models in MLFlow.
- Write unit, integration, and end-to-end tests to ensure the robustness of the models being developed & deployed.
To be successful in this role, you should have:
- 3+ years of experience as a Data Engineer or MLOps Engineer.
- Proven experience with Python, Spark, and MLFlow.
- Experience working in Agile working methods, CI/CD, and DevOps.
- Preferable cloud and ML platform experience - AWS (AWS Lake formation), Databricks.
- Knowledge on containers - Docker.
- Good knowledge of Software engineering best practices.
- Excellent English communication skills.
A strong understanding of software engineering principles, data analysis, and machine learning algorithms is essential. Familiarity with Kubeflow, Seldon Core, or similar platforms is a plus.
About UsWe offer a competitive salary ranging from 45,000 to 60,000 PLN gross per month, depending on your experience and qualifications. Our benefits package includes life insurance, multisport card, private medical care, flexible working hours, B2B or contract of employment, and training budget. You will also have the opportunity to impact our company culture build-up and work with a dynamic team.
The recruitment process consists of three stages: initial interview, technical interview, and final interview with the client.
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