Machine Learning Innovator
4 days ago
Pandora A/S is a leader in retail technology innovation, empowering businesses to make data-driven decisions. As a skilled Machine Learning Engineer, you will play a key role in developing and deploying machine learning models that drive business outcomes and enhance customer experiences. Your expertise will help us create cutting-edge analytics products that transform the retail landscape.
Key Responsibilities:
- Business Intelligence: Develop and deploy machine learning models that drive business growth and improve customer experiences.
- Data Architecture: Design and implement data pipelines for collecting, processing, and analyzing large datasets, ensuring data quality and consistency.
- Model Deployment: Deploy machine learning models into production environments, ensuring they are scalable, reliable, and easy to maintain.
- Collaboration: Work closely with data scientists, software engineers, MLOps engineers, product managers, and business stakeholders to understand business needs and translate them into machine learning solutions.
- Performance Monitoring: Continuously monitor the performance of deployed models and implement improvements to enhance their accuracy, efficiency, and scalability.
- Research & Innovation: Stay up-to-date with the latest developments in machine learning and AI, and apply new techniques to improve existing models and processes.
- Documentation: Maintain clear and comprehensive documentation of models, processes, and systems to facilitate knowledge sharing and collaboration.
Qualifications:
- Bachelor's or Master's degree in Computer Science, Data Science, Statistics, Applied Mathematics, or a related field.
- 3+ years of experience as a Machine Learning Engineer, Data Scientist, or similar role.
- Experience in the retail industry or e-commerce is highly desirable.
Technical Skills:
- Strong problem-solving abilities, solid background in algorithms and data structures.
- Strong proficiency in Python.
- Ability to work with machine learning tools (e.g., scikit-learn, TensorFlow, Keras, PyTorch, Spark MLlib).
- Experience with big data using Databricks, Snowflake, Apache Spark, or Hadoop.
- Proficiency in SQL and experience with relational databases.
- System level architecture understanding including scaling, MLOps, model/data monitoring, and ensuring a deterministic pipeline.
- Familiarity with cloud platforms (e.g., Azure) and containerization technologies (e.g., Docker, Kubernetes).
- Experience with version control systems (e.g., Git) and collaborative development tools (e.g., JIRA, Confluence).
Soft Skills:
- Strong problem-solving skills with the ability to work independently and collaboratively in a fast-paced environment.
- Excellent communication skills, with the ability to explain complex technical concepts to non-technical stakeholders.
- A proactive attitude and a passion for continuous learning and innovation.
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