Location: Berlin, Germany
Senior Machine Learning Engineer
Industry: Food Delivery
Salary: up to €73,000
Opportunity for a Machine Learning Engineer to join a company and help them to build a Machine Learning Lab team that is being built from scratch.
After checking the data of every team, the conclusion has found out that the quality of data is the restriction from making this happen.
Now they have created a Big Data Lake. The plan is for the Data Lake to function like IBM’s Watsons and be the all in one place for data gathering and processing. Next steps after this? introduce microservices to the Data Lake.
The overall goal of the machine learning lab is to help the company become a Data Driven organisation like Netflix.
Day to Day tasks:
- Build applications, libraries, and services to help deliver delightful data-powered experiences to our customers.
- Build end-to-end ETL pipelines to enable training and running of machine learning models on structured and semi-structured data.
- Optimize the reliability, efficiency and agility of machine learning, computational, and data processing pipelines.
Tech Stack used in the lab:
Programming Languages: Python (Primary), Java, Scala
Cloud Stack: AWS, Google
Databases: SQL, NoSQL, Hadoop, Spark, Cassandra, MongoDB, Redshift
Machine Learning/ Analysis tools: PySpark, MlLib, Numpy, Scikit, Pandas
ETL/ Cloud tools: Kinesis, Glue, DataPrep, DataFlow
DevOps/ Microservices Tools: Docker, Mesos, Kubernetes, Lambda, Cloud Functions, APIGateway, ECS/EKS
Cloud Tools: CloudFormation, Terraform, Travis, CloudWatch, X-Ray, StackDriver
If you would like to find out more information about this opportunity, please email me back on Anthony@Alldus.com
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