Machine Learning Engineer | ML Ops
Python
Machine Learning Engineer | ML Ops
Warszawa
Type of work
Undetermined
Experience
Senior
Employment Type
B2B
Operating mode
Office
Tech stack
Pandas
PyTorch
TensorFlow
Python
Kubernetes
REST API
Linux
Docker
Git
Bayesian
Job description
Online interview
We are looking for a Senior Machine Learning Engineer to help us design and develop our ML platform. Daily responsibilities include:
- creating microservices for serving our models to internal and external users
- coding ML-related data pipelines
- working closely with the research team
- turning Jupyter notebook-based prototypes into production-worthy cod
- write unit and integration tests
The candidate should have:
- Strong knowledge of the Python data ecosystem
- Experience with at least one of the Python ML libraries
- Very good knowledge of ML fundamentals
- Experience using ML in production, Python programming (3.6+), preferably in REST API microservice architecture solutions on Kubernetes, Agile/Scrum, Linux, Docker, Git
- experience with productionalizing ML models
- can also create and implement a bigger vision of applying ML across multiple company services
- expert-level knowledge of backends and data processing
Required personal skills:
- Team player
- Proactive
- Fast learner, interested in learning new technologies
- Good communication skills, able to inform colleagues clearly and concisely in English, both written and spoken
What will you get in return
- 30 days of paid holidays
- Elastic working hours
- Chill room (with Xbox, Steam, foosball, etc.)
- Adjustable desks and ergonomic office chairs
- Flat organization
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