- Automation of machine learning models in Big Data cluster
- Support of data science projects
- Design standards, and best practices for the development and deployment of data science projects
- Automation of integration and deployment (CI/CD) workflows
- Scale data science efforts
- Implementation of automation testing of machine learning artifacts, such as data validation, model testing, model integration testing
- Automation of machine learning lifecycle
- Promote an agile environment to implement and deliver data science projects.
- Experience in Python (Scikit-learn, Pandas, NumPy, XGBoost and matplotlib) or R (similar libraries)
- Exposure to deep learning approaches and modeling frameworks (PyTorch, Tensorflow, Keras, etc.)
- Machine learning end-to-end lifecycle
- Knowledge of applied statistics & machine learning techniques
- Demonstrable skills and experience using SQL with large data sets
- Experience with the BigData landscape to serve the different layers of a BigData pipeline
- Knowledge of Apache HDFS, Hive
- Experience of Spark and Map Reduce
- Experience supporting and working with cross-functional teams in a dynamic environment
- Knowledge of professional software engineering practices & best practices for the full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations
- Good communication skills.
- Proven experience implementing CI/CD on large operational AI pipelines
- Experience with Data Science processes and technologies, including the Dataiku platform
- Experience with Machine Learning
- Experience in working in a SCRUM/ AGILE environment
- Experience working with cloud computing
- Understanding of one or more object-oriented programming languages (C#, Java, etc.)
- Knowledge of data integration processes
- Knowledge of Kafka data streaming (publishing and consuming coding).
- A unique experience in an entrepreneurial, yet structured environment
- The opportunity to become part of a highly professional and dynamic team working around the world
- An unparalleled personal and professional growth as our longer-term objective is to train the next generation of leaders for our future internet ventures.
- Attractive bonus scheme
- Free access to Udemy for Business for an unlimited training experience
- A great work-life balance: hybrid workweek; additional vacation day in December
- Caring perks: individual private health insurance, dental insurance, discounted gym membership, parental bonus
- Fun at work: company events, quarterly team building, drinks and snacks.
Company
Location
Porto - Portugal
Job type
Full-Time
Python Job Details
SKILLS
Must have:
Kubernetes
Amazon Web Services
Python
Other Required:
Terraform
Jenkins
Git
Apache Hadoop
Apache Hive
CI/CD
Nice to have:
E-commerce
Kanban
Scrum
DESCRIPTION
REQUIREMENTS
NICE TO HAVE
PERKS
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