Avanti logo

Machine Learning / Computer Vision Engineer

Reading

Job details:

Category:
AI
Work mode:
Remote
Experience:
Mid
Employment:
Full-time
Salary:
£70,000 - £70,000 p/y
Added:
38 days ago

Tech stack:

Python Kubernetes Azure Docker GCP AWS NumPy Pandas PyTorch Data Analysis TensorFlow Machine Learning Ai SciPy Keras Scikit-Learn Matplotlib

Perks:

  • Remote work

Description:

Machine Learning / Computer Vision Engineer - Data Scientist - Remote (UK only)

I’m working with a rapidly growing tech company in Berkshire to recruit a Data Scientist / Machine Learning Engineer to join their team. They are particularly interested in someone with a strong academic background in Computer Vision and Deep Learning. Joining their Data Science team this will be a pivotal role on their Machine learning research and development initiatives and implementation, to solve complex business challenges through cutting-edge Machine Learning models and algorithm development.

Key Responsibilities

  • Develop advanced machine learning algorithms and statistical models to extract insights from complex datasets
  • Build and optimize state-of-the-art computer vision and deep learning models
  • Design and implement end-to-end machine learning pipelines from data collection to deployment
  • Conduct research into novel ML approaches and translate academic innovations into practical business applications
  • Implement data cleaning strategies, feature engineering, and synthetic data generation
  • Develop machine learning models that can handle real-world data constraints and limitations
  • Collaborate with cross-functional teams to define project requirements and technical strategies
  • Ensure models meet quality standards and performance metrics through rigorous validation techniques

Required Qualifications

  • MSc or PhD in Machine Learning, Data Science, Computer Vision, Artificial Intelligence, Computer Science or related fields.
  • 3+ years of professional experience in Data Science/Machine Learning roles
  • Strong expertise in machine learning techniques including supervised and unsupervised learning, ensemble methods, and clustering
  • Experience with rule-based systems, fuzzy logic, and aggregation operators for information fusion
  • Deep expertise in computer vision techniques including image classification, object detection, and semantic segmentation
  • Strong programming skills in Python and experience with ML/DL frameworks (Scikit-Learn, PyTorch, TensorFlow)
  • Experience with cloud platforms and containerisation technologies
  • Excellent communication skills and ability to translate complex technical concepts for diverse audiences

Technical Skills

  • Machine Learning: Classification, regression, clustering, ensemble models, information fusion, rule-based systems
  • Deep Learning Frameworks: PyTorch, TensorFlow 2, Keras
  • Computer Vision: Image classification, object detection, semantic segmentation, visual transformers, representation learning
  • Data Science Libraries: Scikit-Learn, NumPy, Pandas, Matplotlib, SciPy
  • Cloud & DevOps technologies

What Sets You Apart

  • A strong academic background in Data Science, Machine Learning / Deep Learning
  • History of building production-ready Machine Learning / Computer Vision models that deliver business value
  • Strong understanding of both theoretical foundations and practical implementations of cutting-edge Machine Learning techniques

Salary: £70,000 + benefits

Location: Remote working (UK only)

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APPLY TODAY for immediate consideration and interview in the next week.

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Job details:

Category:
AI
Work mode:
Remote
Experience:
Mid
Employment:
Full-time
Salary:
£70,000 - £70,000 p/y
Added:
38 days ago

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