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AI/ML And Data Science Developer

Smartedge Solutions Ltd

Borehamwood

On-site

GBP 50,000 - 70,000

Full time

2 days ago
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Job summary

A leading AI solutions company in the UK is seeking an experienced AI/ML Developer. You will design, develop, and deploy cutting-edge AI and machine learning models, ensuring scalability and performance. Your role involves extensive collaboration with cross-functional teams and utilizing the latest technologies to drive business insights. The ideal candidate has strong experience in Python, data science methodologies, and relevant machine learning frameworks, as well as a commitment to staying updated on technological advancements.

Qualifications

  • Good experience in AI/ML development and data science.
  • Strong understanding of AI/ML algorithms and techniques.
  • Proficiency in working with large datasets and data preprocessing.

Responsibilities

  • Design, develop, and deploy AI/ML models and solutions.
  • Perform feature engineering and selection.
  • Collaborate with cross-functional teams to integrate models.

Skills

AI/ML development
Data science
Proficiency in Python
Machine learning frameworks
Data analysis tools

Tools

TensorFlow
PyTorch
NumPy
pandas
scikit-learn
Job description
Key responsibilities
  • Design, develop, and deploy AI/ML models and solutions, including LLMs and GenAI.
  • Perform feature engineering and selection to optimize model performance.
  • Select and implement appropriate AI/ML algorithms, including supervised, unsupervised, and reinforcement learning models.
  • Deploy models to production environments, ensuring robustness and scalability.
  • Monitor model performance and define strategies for identifying drift; retrain or refine models as needed.
  • Collaborate with cross-functional teams to integrate AI/ML models with business applications and systems.
  • Train, evaluate, and optimize models using machine learning and statistical techniques.
  • Conduct extensive data exploration, analysis, and preprocessing to ensure data quality for AI/ML applications.
  • Develop and apply data science methodologies to extract insights from large-scale structured and unstructured datasets.
  • Utilise predictive analytics, time series forecasting, and statistical models to drive business decision-making.
  • Stay updated on the latest advancements in AI/ML and data science technologies.
  • Develop and maintain comprehensive documentation for AI/ML pipelines, data workflows, and analytical processes
Your Profile
Essential skills/knowledge/experience
  • Good experience in AI/ML development and data science.
  • Strong understanding of AI/ML algorithms and techniques, including LLMs, GenAI, and automated AI systems.
  • Experience with machine learning frameworks (eg, TensorFlow, PyTorch) and data science libraries (eg, NumPy, pandas, scikit-learn).
  • Proficiency in Python, R, or other relevant programming languages.
  • Proficiency in working with large datasets, data wrangling, and data preprocessing.
  • Experience in data science, statistical modelling, and data analytics techniques.
  • Experience with data analysis and visualization tools (eg, Matplotlib, Seaborn, Tableau).
  • Ability to work independently and lead projects from inception to deployment.
  • Experience with big data technologies (eg, Hadoop, Spark) and cloud platforms (eg, AWS, GCP, Azure) is desirable.
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