Software Engineer (MLOps, AI)
Indexed description
How You’ll Make An Impact
- Design, build, and maintain scalable ML/AI platforms that enable the creation and deployment of intelligent energy management solutions.
- Create and optimize MLOps pipelines for efficient model training, experimentation, and lifecycle management.
- Integrate tools for automatic hyperparameter tuning and ensure AI model Service Level Agreements (SLAs) are met to maintain high performance and reliability.
- Work closely with data engineers, software developers, and other stakeholders to manage ETL processes and ensure seamless data integration within ML pipelines.
- Utilize containerization and orchestration technologies like Docker and Kubernetes to deploy solutions across cloud, on-premises, and edge environments.
- Contribute to the development of CI/CD pipelines, monitoring systems, and automated quality assurance processes to enhance overall developer productivity and software quality.
- A Master’s degree in Computer Science or a related field.
- Over five years of experience as a software engineer, with at least three years focused on ML/AI and MLOps.
- Strong proficiency in Python and experience with languages such as C#, Java, Scala, or Go.
- In-depth knowledge of ML frameworks like TensorFlow, PyTorch, scikit-learn, and data libraries such as Pandas and NumPy.
- Hands-on experience with MLOps tools including Kubeflow, MLflow, TensorFlow Extended (TFX), and CI/CD platforms like Azure DevOps, GitLab CI or GitHub Actions.
- Proficiency with cloud platforms (AWS, Azure, GCP), containerization tools (Docker), orchestration systems (Kubernetes), and Infrastructure as Code tools like Terraform or Ansible.
Who is Siemens Energy?
At Siemens Energy, we are more than just an energy technology company. With ~100.00 dedicated employees in more than 90 countries, we develop the energy systems of the future, ensuring that the growing energy demand of the global community is met reliably and sustainably. The technologies created in our research departments and factories drive the energy transition and provide the base for one sixth of the world's electricity generation.
Our global team is committed to making sustainable, reliable, and affordable energy a reality by pushing the boundaries of what is possible. We uphold a 150-year legacy of innovation that encourages our search for people who will support our focus on decarbonization, new technologies, and energy transformation.
Find out how you can make a difference at Siemens Energy: https://www.siemens-energy.com/employeevideo
Our Commitment to Diversity
Lucky for us, we are not all the same. Through diversity we generate power. We run on inclusion and our combined creative energy is fueled by over 130 nationalities. Siemens Energy celebrates character – no matter what ethnic background, gender, age, religion, identity, or disability. We energize society, all of society, and we do not discriminate based on our differences.
Rewards/Benefits
- Competitive compensation package
- Work-life balance: Flexible working time
- Flexible mobile working policy (hybrid)
- Local benefits such as meal allowance, flexible plan and much more
- Self-driven development framework with insights and resources to develop and grow on technical and soft skills. Continuous learning
- International and cross Business Units
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