Responsibilities:Development of a platform for ML lifecycle management, orchestration and processesDevelopment and support of data pipelines (automation of collecting, structuring and cleaning data for training and assessing the quality of models)Development of monitoring and analytics servicesWork in Google Cloud Platform environmentRequirements:Production experience with popular inference frameworks: PyTorch, Tensorflow, onnx3+ years of experience with PythonExperience in writing unit tests wi
Responsibilities:
- Development of a platform for ML lifecycle management, orchestration and processes
- Development and support of data pipelines (automation of collecting, structuring and cleaning data for training and assessing the quality of models)
- Development of monitoring and analytics services
- Work in Google Cloud Platform environment
Requirements:
- Production experience with popular inference frameworks: PyTorch, Tensorflow, onnx
- 3+ years of experience with PythonExperience in writing unit tests with pytest or similar frameworks
- Experience with FastAPI framework
- Experience working with both relational and non-relational databases (BigQuery, MySQL)
- Experience with Asynchronous messaging using Kafka, or alike
- Familiarity with containerisation technologies such as Docker
- Knowledge of CI/CD tools and processes such as GitLab and Jenkins
- Strong understanding of designing high-performance, fault-tolerant distributed software solutions
- Experience creating and optimising big data processes, pipelines, and architectures
- Familiarity with Unix/Linux OS and shell scripts
- Strong organisational skills
Would be a plus:
- Understanding MLOps principles
- Experience with Aerospike
- Experience with Kubernetes
- Experience with GCP or any cloud solution
What we offer:
- International company with several offices in different locations : Tel-Aviv, Kyiv, Warsaw, Limassol.
- Granting an Option;
- A professional environment with great people to work with;
- Competitive salary, performance review;
- Flexible working hours, no one here tracks your work time because our culture is built on trust and cooperation;
- Social and welfare packages;
- 20 working days paid vacation and 100% sick leaves coverage;
- Corporate taxi to the office and home;
- Opportunities to make a difference, to develop and grow;
- Regular corporate celebrations, team buildings and fun activities;
- Comfortable office close to the metro station. Our Kyiv office is open 24/7 with all safety and health measures in place.