Senior Data Architect
- Translate requirements (acceptance criteria) into functional logic within the specified framework and architecture vision;
- MLOps pipelines creation and automation within the Cloud (Azure, AWS);
- Selection of modeling approaches that minimize costs and still meet performance requirements;
- Work with architecture team to ensure solutions meet non-functional requirements (scalability, performance, etc);
- Work with data engineering to identify and capture data needs for model feature selection;
- Ensure solution produces high-quality data by verifying data and working with QA team members on test plans;
- Translate model logic into diagrams and laymen’s terms for consumption by others.
- Degree in computer science or comparable qualification;
- Professional experience creating insights for enterprises into application AIML solutions in a cloud environment (AWS, Azure);
- Experience with MLOps Frameworks like Kubeflow, MLFlow, Azure ML, SageMaker or similar;
- Experience with Python, Pandas, and other commonly used python packages for data science;
- Experience programing on Spark (Databricks or similar framework);
- Exposure with Docker and Kubernetes;
- Knowledge of frameworks such as scikit-learn, Keras, PyTorch, Tensorflow, etc. and ability to understand tools used by data scientists;
- Experience tunning ML pipeline;
- Experience with dynamic features selection;
- Experience building supervised and unsupervised models ;
- Work very well in a collaborative team environment;
- Structured way of working;
- Analytical thinking skills;
- Very good spoken and written English (minimum C1 / C2 desired).
Nice to have:
- Experience with SAFe (Scaled Agile Framework);
- ML Tools and Cloud certifications.
- 24 days annual leave;
- Comprehensive health insurance;
- Fitness and wellness subsidies;
- Childbirth bonus;
- Extensive learning opportunities via our in-house virtual university with >8,000 online courses;
- Amazing colleagues to learn from and enjoy company social outings and events with, like laser tag, board game night and innovation lab.
Mėnulio st. 7
Confidentiality guaranteed. Only selected candidates will be informed.