Data Scientist

4 days ago


Edinburgh, Edinburgh, United Kingdom Lifelancer Ltd Full time
Data Scientist

Lifelancer Ltd is seeking a highly skilled Data Scientist to join our team. As a Data Scientist, you will play a key role in driving innovation in the field of bioinformatics, applying machine learning techniques to novel RNA sequencing data.

Key Responsibilities
  1. Data Exploration and Feature Engineering: Work with raw data, applying preprocessing techniques to extract meaningful features for machine learning models.
  2. Algorithm Selection and Implementation: Research and implement suitable machine learning algorithms based on problem requirements.
  3. Model Evaluation and Optimisation: Evaluate model performance using appropriate metrics and improve model performance through techniques like hyperparameter tuning and cross-validation.
  4. Production Deployment: Deploy machine learning models into production environments, ensuring scalability and reliability.
  5. Collaboration: Work with researchers and bioinformaticians to understand project requirements and deliver insights that support research and clinical decisions.
Requirements
  1. Degree level qualification in Data Science, Computer Science, Statistics, Bioinformatics, or a related field.
  2. Demonstrated experience in applying machine learning techniques to real-world datasets, preferably in healthcare or cancer research.
  3. Proficiency in Python and related libraries.
  4. Hands-on experience working with high-dimensional, sparse data.
  5. Proficiency in handling missing, incomplete, or sparse data using techniques like imputation and dimensionality reduction.
  6. Strong knowledge of machine learning algorithms, especially ensemble methods.
  7. Familiarity with data preprocessing, feature engineering, and model evaluation techniques.

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