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Senior MLOps Engineer
1 maand geleden
The Team
The Analytics Engineering team is a team of 150+ people (and growing rapidly) that has the mission to make ING data-driven. We do this by combining Big Data technology with Data Science to deliver high-value solutions and products for our organization. We work in a fun and creative environment, and we’re dedicated to bringing out the best in both each other and our projects.
Information about the squad:
We are building cloud ready state of the art Data Analytics Platform to help ING to be even more data driven. This is a joined effort between ING units, and you are going to be part of distributed multi-national and multi-cultural team. There is plenty of work and fun down this road. You can join team of 7 engineers (ML Platform Engineers, MLOps Engineers) that have already delivered Machine Learning Platform on on-prem and starts working on Google Cloud Platform.
Roles and responsibilities
Your passion is to work with the latest and greatest technologies in the field of Machine Learning Engineering. You will work as a machine learning platformengineer on different projects within Analytics Engineering, helpingdata scientists train, deploy, monitor and productionizemodels. You will take part in developing and maintaininga data execution platform, keep an eye on good coding practices, and create re-usable code.
How to succeed
Relevant work experience in ML projects
Hands-on technologies and frameworks used in ML, like sklearn, MLFlow, TensorFlow
Knowledge of MLOps architecture and practices
Familiar with software engineering practices like versioning, testing, documentation, code review
Knowledge of data manipulation and transformation, . SQL
Programming inPython
Experience with Apache Airflow and Mflow
Experience in setting up both SQL as well as noSQL databases
Experience with monitoring and observability
Experience in Kubernetes (deployments and managing Kubernetes applications),Deployment and provisioning automation tools . Docker, Openshift, CI/CD
Affinity with Advanced Analytics, Data Science, NLP
Nice to have :
Experience with distributed systems and clusters for both batch as well as streaming data (S3/Spark/Kafka/Flink)
Hands-on experience building complex data pipelines . ETL
System design and architecture
Bash scripting and Linux systems administration
Programming in a statically typed language, . Scala, Java, Go
Experience with building distributed, large scale and secure applications
Experience working in cloud environment (. GCP)
Good understanding of databases including RDBMS, non-SQL and time-series databases
Experience with working in an agile/scrum way
Being a committer to Open Source projects is a strong plus
Rewards & benefits
We want to make sure that it’s possible for you to strike the right balance between your career and your private life. You can find out more about our employment conditions at.
The benefits of working with us at ING include:
A salary tailored to your qualities and experience
24-27 vacation days depending on contract
Pension scheme
13th month salary
Individual Savings Contribution (BIS), 3.5% of your gross annual salary
8% Holiday payment
Hybrid working to blend home working for focus and office working for collaboration and co-creation
Personal growth and challenging work with endless possibilities
An informal working environment with innovative colleagues
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