Data Scientist

2 weeks ago


Central Inverclyde, United Kingdom Cranleigh STEM, Sustainability & SHEQ Recruitment Full time
About the Role

Cranleigh STEM, Sustainability & SHEQ Recruitment is seeking a highly skilled Data Scientist to join our team. As a Data Scientist, you will play a crucial role in driving innovation and advancing the field of bioinformatics.

Key Responsibilities
  • Data Exploration & Feature Engineering: Work with raw data, apply preprocessing techniques, and extract meaningful features to feed into machine learning models.
  • Algorithm Selection & Implementation: Research and implement suitable machine learning algorithms (e.g., decision trees, neural networks, clustering) based on problem requirements.
  • Evaluate Model Performance: Use appropriate metrics (e.g., accuracy, precision, recall, F1-score) to evaluate model performance and improve model performance through techniques like hyperparameter tuning, regularisation, and cross-validation.
  • Production Deployment: Deploy machine learning models into production environments, monitor their performance, and ensure scalability and reliability.
  • Collaboration: Work with researchers and bioinformaticians to understand project requirements and deliver insights that support research and clinical decisions.
Requirements
  • A D. in Data Science, Computer Science, Statistics, Bioinformatics, or a related field.
  • Demonstrated experience in applying machine learning techniques to real-world datasets, preferably in healthcare or cancer research.
  • Proficiency in Python and related libraries (e.g., Hands-on experience working with high-dimensional, sparse data commonly encountered in fields such as natural language processing (e.g., text data), recommendation systems, or sensor networks).
  • Proficiency in handling missing, incomplete, or sparse data using techniques such as imputation, matrix factorization, or dimensionality reduction (e.g., Strong knowledge of machine learning algorithms, especially ensemble methods like Random Forests).
  • Familiarity with data preprocessing, feature engineering, and model evaluation techniques.
What We Offer

Cranleigh STEM, Sustainability & SHEQ Recruitment offers a competitive salary, company benefits, and the opportunity to join a fast-growing start-up working on groundbreaking technology.


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