
Senior AI/ML Software Developer
2 days ago
The AI Engineering Group is part of the Data Science & AI Competency Center, focusing on technical and engineering aspects of DS/ML/AI solutions.
We are seeking an experienced AI/ML Engineer to join our team and help bring AI/ML solutions into production, automate processes, and define reusable best practices and accelerators.
- Develop high-performing, scalable, enterprise-grade ML/AI applications in cloud environments.
- Collaborate with Data Science, Data Engineering, and Cloud teams to implement Machine Learning models into production.
- Design and implement ML/AI automation for scale and efficiency.
- Manage industrialized processing pipelines.
- Define and implement best practices in ML models life cycle and ML operations.
- Implement AI/MLOps frameworks and support Data Science teams in best practices.
- Stay up-to-date with modern techniques, tools, and frameworks in ML Architecture and Operations.
- Gather and estimate technical requirements.
- Present solutions, concepts, and results to internal and external clients.
- Lead ML projects as a Technical Leader, defining tasks, guidelines, and evaluating results.
- Create technical documentation.
- Support and grow junior engineers.
Required Skills:
- Good understanding of ML/AI concepts: types of algorithms, machine learning frameworks, model efficiency metrics, model life-cycle, AI architectures.
- Good understanding of Cloud concepts and architectures as well as working knowledge with selected cloud services, preferably GCP.
- Experience in programming ML algorithms and data processing pipelines using Python.
- At least 6-8 years of experience in production-ready code development.
- Experience in designing and implementing data pipelines.
- Practical experience with implementing ML solutions on GCP Vertex.AI and/or Databricks.
- Good communication skills.
- Ability to work in a team and support others.
- Taking responsibility for tasks and deliverables.
- Great problem-solving skills and critical thinking.
- Fluency in written and spoken English.
Nice to Have Skills:
- Practical experience with other programming languages: PySpark, Scala, R, Java.
- Practical experience with tools like AirFlow, ADF or Kubeflow.
- Good understanding of CI/CD and DevOps concepts, and experience in working with selected tools (preferably GitHub Actions, GitLab or Azure DevOps).
- Experience in applying and/or defining software engineering best practices.
- Experience productizing ML solutions using technologies like Docker/Kubernetes.
Benefits:
- Stable employment.
- 100% remote work option.
- Flexibility regarding working hours.
- Full-time position.
- Comprehensive online onboarding program with a
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