Global Enterprise Partners
Oslo, Oslo
04/09/2024
Project-based
Global Enterprise Partners is seeking an experienced Data Scientist to join a prominent global manufacturing client for a high priority Digital Transformation program. Primary Responsibilities Develop and implement advanced ML/AI models for anomaly detection in hydro power energy production systems. Experiment with and evaluate different modelling techniques to improve anomaly detection accuracy over current statistical models. Design, train, and test models using big data and time series data. Utilize Azure Databricks and PySpark for processing and analysing large datasets. Optimize data pipelines for efficient model training and inference. Work closely with data engineers, domain experts, and other stakeholders to gather requirements and ensure models meet business needs. Communicate findings and model performance metrics to technical and non-technical stakeholders. Document model development processes, data workflows, and findings. Generate detailed reports and presentations to share insights and model evaluations. Required Qualifications: +5 years' experience in data science, with a focus on big data processing and time series data. Proven experience in developing ML models, particularly for time series data. Experience in anomaly detection and predictive maintenance is a plus Proficiency with Azure Databricks and PySpark. Strong programming skills in Python and familiarity with relevant libraries such as scikit-learn, TensorFlow. Experience with anomaly detection models. Knowledge of physical connections and operational aspects of hydroelectric power plants is a plus. Advanced Analytical Thinking Proficiency in ML/AI Techniques and experience with MLflow Familiarity with data management tools and platforms. Knowledge of agile development methodologies. Strong problem-solving skills and attention to detail. Excellent communication and teamwork. Contract Details: Start Date: September Duration: 6months + with extensions Location: Hybrid- Oslo or Stavanger Contract Type: Full-time, freelance Rate: What are your expectations Interested? If you or someone you know is interested, please apply directly with an updated CV or contact me directly