Direct message the job poster from Soft Serve
Soft Serve is a global digital solutions company with headquarters in Austin, Texas, founded in 1993. Our associates work on 2,000+ projects with clients in the USA, Europe, and APAC region. We are about people who create bold things, who make a difference, who have fun, and who love their work.
We are one of the largest teams in Eastern Europe that stood at the origins of Data Science, so you will get tons of experience while working with the best talents in the field.
In a Data Science Center of Excellence, we contribute to a wide range of projects in different areas and technologies.
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
AND YOU WANT TO
Communicate use cases, requirements, and expectations with stakeholders
Guide engineering and data science teams through the ML systems production lifecycle
Collaborate with Data Science teams on model operationalization strategies
Work closely with product teams to deliver and operate ML systems
Implement end-to-end production pipelines for ML solutions
Support and continuously enhance ML software infrastructure, including CI/CD, data stores, cloud services, network configuration, security, and system monitoring
Set up scalable monitoring systems for data pipelines and ML models
Operationalize AI solutions by applying best practices in machine learning, MLOps, Dev Ops, and software engineering
Maintain synergy among data scientists, Dev Ops, and ML Engineers to build infrastructure, set up processes, and productize machine learning pipelines
Work as a consultant on different projects with a flexible schedule
TOGETHER WE WILL
Participate in international events
Get certifications in cutting-edge technologies
Have the possibility to work with the latest modern tools and technologies on different projects
Access strong educational and mentorship programs
Communicate with the world-leading companies from our logos portfolio
Care for your and your family’s wellness with a health insurance package
All qualified applicants will receive consideration for employment without regard to race, color, religion, age, sex, national origin, disability, sexual orientation, gender identity/expression, or protected veteran status. Soft Serve is an Equal Opportunity Employer.
Seniority level

Mid-Senior level
Employment type

Full-time
Job function

Information Technology
Industries

IT Services and IT Consulting

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