ML Ops Engineer, Solna/Hybrid
PostNord Group AB / Datajobb / Stockholm
2024-10-16
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Solna,
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hela Sverige Visa alla jobb hos PostNord Group AB i Stockholm,
Solna,
Lidingö,
Sundbyberg,
Danderyd eller i
hela Sverige Do you want to be part of our in-house Machine Learning team and take part in PostNord's digital transformation journey? Do you wish to work hands-on across the whole data engineering area? Then you should apply for this position as a ML Ops Engineer!
Responsibilities:
PostNord is the leader of logistics and postal services in the Nordics.
As a part of the IT organization, we support a variety of different PostNord stakeholders in a multitude of areas, such as e.g. HR, mail and logistics. We are already delivering business critical forecasting models that are an important piece of the puzzle of optimizing our operations. Our digital transformation journey started a few years back with migrating BI/DW platforms to Azure. We are now using that platform to train our ML models on our data sets to enable data-driven decision making.
Our technology is focused on the Azure stack, and includes Azure MLW, Azure ML, Azure DevOps, Power BI etc.
The Machine Learning team's main responsibility is to develop and operate ML models used by PostNord production units. As an ML Ops engineer, your role is hands-on, focusing on operating and optimizing our ML workloads and model releases.
As an ML Ops Engineer you will lead and direct the teams DevOps practices, including version controlling and managing the teams repos.
You will be responsible for improving our monitoring/alerting systems for our ML workloads.
You'll work closely with a team of data scientists to monitor and improve model accuracy, prevent drift, and improve the cloud infrastructure.
Qualifications:
To fit in the ML Ops Engineer role at PostNord you have been working with software development on an advanced level for several years. It is important that you like to remain hands on, able to take a lead role and enjoy working on complex and challenging solutions.
You have a structured approach to code management and can help the team develop code according to best practices.
As a person you are curious to learn and evolve your skill set in accordance with the state of the art pace in the domain that you work in.
We are looking for you who have:
- Bachelor's degree in computer science or related field.
- Communication skills in both written and spoken English
- 5+ years of experience in data engineering, CI/CD, DevOps, or ML Ops (preferably in an Azure environment).
- Expert skills in version controlling, source code management and artifact management.
- Experience with ML Ops workflows and DevOps practices, including model versioning, automated model retraining, and monitoring.
- Familiar with AI/ML concepts and algorithms.
- Implemented ML Ops best practices such as model drift detection and model governance.
Meritorious experience: (Nice-to-have)
- Experience working in an agile team
- Deep understanding of core AI and ML concepts, algorithms, and their applications
- Experience with forecasting and knowledge of time series analysis, statistical modeling, and machine learning techniques.
- Experience in defining data models, schemas, and structures for efficient storage and retrieval of data.
- Azure or AWS Certified.
- Communication skills in both written and spoken Swedish.
- Experience in using containerization and orchestration tools such as Docker, Kubernetes, or Helm for building and deploying scalable and reproducible machine learning applications.
- Experienced in Azure DevOps, ADF, metadata-driven pipelines, Azure Data bricks, ARM templates, and Azure Functions.
We accept applications from all of EU but would require a remote colleague to be willing to visit on site on a regular basis.
We offer you:
- Hybrid workplace with a Nordic and dynamic environment
- Wellness allowance & access to the office 's gym and health center (Solna).
- Employee benefits through PostNord's own personnel foundation PostNord Plus.
- Great occupational pension terms.
- Great development opportunities and a continuous learning culture.
- Employment in Solna/Hybrid.
Welcome with your application!
Selection is ongoing and we want your application as soon as possible. For questions about the role contact us through our recruitment platform Varbi.
About PostNord Group AB
We make everyday life easier! PostNord is the leading supplier of communication and logistics solutions to, from, and within the Nordic region. We ensure the provision of a postal- and logistic services to households and businesses in Sweden and Denmark. We aim to make everyday life easier and more sustainable for everyone who lives and works in the Nordic region.
We are accountable, brave and committed, effectively leading change regardless if we lead ourselves or others. We emphasize teamwork, sincerity and positive relationships in the workplace. We build on our success and learn from both colleagues and mistakes. People with different backgrounds work with us. You will therefore be part of a workplace with great diversity, which contributes to better results for the business. Visit us at
www.postnord.comFor union representatives, visit:
https://www.postnord.com/sv/karriar/kontakt/facklig-kontakt Ersättning Monthly salary
Så ansöker du Sista dag att ansöka är 2024-11-16
Klicka på denna länk för att göra din ansökan Arbetsgivarens referens Arbetsgivarens referens för detta jobb är "2024/1071".
Omfattning Detta är ett heltidsjobb.
Arbetsgivare PostNord Group AB (org.nr 556128-6559)
Arbetsplats PostNord Group
Jobbnummer 8959911