Senior MLOps (Remote)
20000-30000 PLN miesięcznie (B2B)
SoftServe
Czym będziesz się zajmować?
AND YOU WANT TO- CDesign and implement ML end-to-end solutions, create data pipelines and architectures, set up the infrastructure, and optimize existing models
- Communicate use cases, requirements, and expectations with stakeholders
- Guide Engineering and Data Science teams on ML systems production lifecycle
- Data Science teams on model operationalization strategies
- Deliver and operate ML systems cooperating with the product teams
- Implement end-to-end production pipelines for ML solutions
- Support and enhance ML software infrastructure: CI/CD, data stores, cloud services, network configuration, security, and system monitoring
- Set up scalable monitoring systems for data pipelines and ML models
- Work as a consultant with the latest modern tools on different projects with a flexible schedule
Kogo poszukujemy?
IF YOU ARE- A holder of a master's degree in Computer Science or a related field
- Having 3+ years of relevant experience
- Hands-on with Python and traditional Python data science and machine learning (DS/ML) stack
- An expert in ML solutions design patterns and operationalization
- Skilled with AI/ML and data engineering tools in any major cloud platform
- Familiar with setting up continuous integration, continuous delivery, and continuous testing (CI/CD/CT) pipelines for ML
- Well-versed in Kubeflow, MLflow, or similar
- Competent with containers and container orchestration platforms (Kubernetes)
- Strong in requirements gathering and estimation
- Experienced with designing and building feature stores
- Knowledgeable of the Hadoop ecosystem and Apache Spark
- Familiar with Workflow orchestration platforms such as Airflow
- Demonstrating Upper-Intermediate English level, or higher to cover daily project needs
Czego wymagamy?
Znajomości:
Języki:
- Angielski
Jakie warunki i benefity otrzymasz?
- 20000-30000 PLN miesięcznie (B2B)
- B2B - Elastyczne godziny pracy (100%)
- Praca zdalna: W całości
- Szkolenia wewnętrzne, Wyjazdy na konferencje, Klasy językowe
- Pakiet medyczny, Ubezpieczenie, Pakiet sportowy
- Kawa / Herbata
- Płatny "urlop" dla B2B
Gdzie będziesz pracował?
Zdalnie
Kim jesteśmy?
SoftServe is more than just technology and ideas. We are the place where talented and ambitious people can develop their passion.
We operate at the cutting edge of technology, exploring, transforming, accelerating, and optimizing the way large enterprises and software companies do business. Our expertise spans from experience strategy and digital product innovation to total business transformation.
We provide services in core software development, experience design, DevOps, security, and many other tech areas.
First Poland's SoftServe office was opened in Wroclaw in 2014. Currently, the company operates across Poland and hires more than 1000 employees.