Data Scientist, Solna
PostNord Group AB / Datajobb / Stockholm
2024-08-15
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Visa alla datajobb i Stockholm,
Solna,
Lidingö,
Sundbyberg,
Danderyd eller i
hela Sverige Visa alla jobb hos PostNord Group AB i Stockholm,
Solna,
Lidingö,
Sundbyberg,
Danderyd eller i
hela Sverige We seek to strengthen our position and increase the speed of the implementation of data science, machine learning and AI solutions in PostNord.
We are looking for three Data Scientists who will play an important role in helping PostNord to become an AI and data driven business. We offer you a cutting-edge Analytics environment, very competent colleagues as well as good benefits and a really cool office. Apply now to the Data Scientist role!
Join us
The Technology Acceleration area with Group IT is responsible for establishing the future IT landscape that will be the foundation for PostNord' s continued AI and data driven journey. PostNord is the leader of logistics and postal services in the Nordics. As a Data Scientist at PostNord you will engage in projects, combining technical expertise within areas such data collection and exploration, model development and model deployment and operation. As a Data Scientist, you will are able to independently develop and deploy models, both statistical and machine learning. We are looking for data scientists for our existing ML team which delivers production volume forecast to PostNords business and we are also looking for data scientists to our newly formed AI- and Concept development teams. It is our goal to deploy efficient and accurate models and keep the models up to date through a set of well-defined MLOps practices.
Job duties
- Work in an agile team to deliver the best possible data solutions for PostNord.
- Identify, prepare, explore and analyze data from various data sets.
- Understand the business requirements and develop ML solutions accordingly.
- Ensure best practices, such as quality and security, are followed in all stages of the product development life cycle.
- Identify, collect and analyze data and train new ML models.
- Collaborate within team boundaries aiming to share knowledge and best practices.
- Keeps up to date with data science trends in and outside of PostNord.
- Sound knowledge of statistics and machine learning.
- take ownership of the teams solutions whether new or old and help establish best in class MLOps .
We are looking for you who have
- A bachelor's degree or higher in computer science, mathematics, statistics, or a related field.
- At least 3-5 years of work experience
- Proficiency in Python and at least one of the following frameworks: TensorFlow, PyTorch, Keras, or Scikit-learn.
- Sound knowledge of statistics
- Strong knowledge of machine learning concepts and techniques, such as supervised and unsupervised learning, classification, regression, clustering, feature engineering, and model evaluation.
- Experience in applying machine learning methods to real-world data sets and problems, preferably in the domain of production forecasting or time series analysis.
- Understanding of core AI and ML concepts, algorithms, and their applications
- Ability to communicate effectively with both technical and non-technical stakeholders, and to translate business requirements into data-driven solutions.
- Experience in working with time series data and using frameworks such as PyTorch, TensorFlow, or Keras for building and training neural network models for forecasting or anomaly detection.
Your profile as an Associate Data Scientist
You have worked with statistical analysis and Machine Learning solutions in an agile team before. You like to work hands on, and to work directly with our business stakeholders. You have an academic background and 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.
Meritorious experience: (Nice-to-have)
- Experience in developing and deploying end-to-end machine learning pipelines in cloud-based environments (Azure preferred) using tools such as MLflow, Azure ML Studio and Azure DevOps.
- Experience in working with cloud platforms (Azure preferred) and using their services for data storage, processing, and analysis.
- Data visualisation experience; preferably in Power BI
- Prior experience implementing generative AI/LLM's or ML.
- Experience in applying DevOps principles and practices to machine learning projects, such as version control, testing, continuous integration, and continuous delivery.
- Experience in using containerization and orchestration tools such as Docker, Kubernetes, or Helm for building and deploying scalable and reproducible machine learning applications.
System requirements:
- Azure ML Studio, Azure DevOps, Azure Open AI (or similar AWS/GCP technologies)
- Python, Pandas
- SQL
- Power BI
Language requirement:
Fluent English in speech and writing. Proficiency in at least one Scandinavian language is meritorious.
We offer you
We offer you a flexible hybrid workplace with a prestige-free environment where we as a team help each other to reach our goals. We encourage self-sufficient leadership for development and career opportunities. In addition to the benefits mentioned above, we offer:
- Work in a Nordic/International and flexible environment.
- Good insurance and occupational pension conditions
- Wellness allowance & access to office gym and swimming pool
- Employee benefits through
http://www.postnordplus.com - Employment according to a collective agreement.
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 service 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 our self 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
http://www.group.postnord.comApply
We look forward to receiving your application! If you have any questions or concerns, you are welcome to contact Christian Mejlvang,
Christian.mejlvang@postnord.com https://group.postnord.com/sv/karriar/fragor-och-svar/facklig-kontakt/#LI-Hybrid
Ersättning Monthly salary
Så ansöker du Sista dag att ansöka är 2024-09-15
Klicka på denna länk för att göra din ansökan Arbetsgivarens referens Arbetsgivarens referens för detta jobb är "2024/862".
Omfattning Detta är ett heltidsjobb.
Arbetsgivare PostNord Group AB (org.nr 556128-6559)
Arbetsplats PostNord Group
Jobbnummer 8842461
Observera att sista ansökningsdag har passerat.