direction:
Data Science
technical level:
Senior
location:
Poland
personal recruiter:
WE ARE
SoftServe is a global digital solutions company, headquartered in Austin, Texas, founded in 1993. Our associates work on 2,000+ projects with clients in the USA, Europe, APAC, and LATAM. We are about people who create bold things, make a difference, have fun, and love their work.
Data Science Center of Excellence is one of the largest teams in Eastern Europe that stood at the origins of Data Science. We are transforming how thousands of global organizations do business by developing the most innovative technologies and processes in Big Data, the Internet of Things (IoT), Data Science, and Experience Design.
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 to cover daily project needs
AND YOU WANT TO
- Design 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
- Cooperate with 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
TOGETHER WE WILL
- Operationalize AI solutions using best practices in Machine Learning, MLOps, DevOps, and Software Engineering
- Align Data Scientists, DevOps, and ML Engineers to build infrastructure, set up processes, and integrate ML pipelines into business environments
- Participate in international events and gain certifications in cutting-edge technologies
- Access strong educational and mentorship programs to enhance your expertise
- Collaborate with world-leading companies from our logos portfolio
- Contribute to diverse projects across various industries and technologies
- Gain invaluable experience working alongside top talents in the field
SoftServe is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment regardless of race, color, religion, age, sex, nationality, disability, sexual orientation, gender identity and expression, veteran status, and other protected characteristics under applicable law. Let’s put your talents and experience in motion with SoftServe.
SOFTSERVE IS WHERE YOU ARE
Enjoy our Flexible Workplace - work from home, or in any office of your country!
