At Capgemini Engineering, the world leader in engineering services, we bring together a global team of engineers, scientists, and architects to help the world's most innovative companies unleash their potential. From autonomous cars to life-saving robots, our digital and software technology experts think outside the box as they provide unique R&D and engineering services across all industries. Join us for a career full of opportunities. Where you can make a difference. Where no two days are the same.
About the job you're considering
We are seeking a highly motivated and experienced Senior AI/ML Developer and Data Scientist to join our team at the forefront of designing cutting-edge solutions in the Telco industry. In this role, you will be responsible for the end-to-end design, development, and deployment of AI/ML models, as well as implementing advanced data science techniques to solve complex problems and drive innovation. You will collaborate with stakeholders to understand business and technical requirements and translate them into scalable AI/ML and data-driven solutions.
Your role
1. Design, develop, and deploy AI/ML models and solutions, including LLMs and GenAI.
2. Perform feature engineering and selection to optimize model performance.
3. Select and implement appropriate AI/ML algorithms, including supervised, unsupervised, and reinforcement learning models.
4. Train, evaluate, and optimize models using machine learning and statistical techniques.
5. Conduct extensive data exploration, analysis, and preprocessing to ensure data quality for AI/ML applications.
6. Develop and apply data science methodologies to extract insights from large-scale structured and unstructured datasets.
7. Deploy models to production environments, ensuring robustness and scalability.
8. Monitor model performance and define strategies for identifying drift; retrain or refine models as needed.
9. Collaborate with cross-functional teams to integrate AI/ML models with business applications and systems.
10. Utilise predictive analytics, time series forecasting, and statistical models to drive business decision-making.
11. Stay updated on the latest advancements in AI/ML and data science technologies.
12. Lead and mentor junior team members.
13. Develop and maintain comprehensive documentation for AI/ML pipelines, data workflows, and analytical processes.
Your skills and experience
1. 5+ years of experience in AI/ML development and data science.
2. Strong understanding of AI/ML algorithms and techniques, including LLMs, GenAI, and automated AI systems.
3. Experience with machine learning frameworks (e.g., TensorFlow, PyTorch) and data science libraries (e.g., NumPy, pandas, scikit-learn).
4. Proficiency in Python, R, or other relevant programming languages.
5. Proficiency in working with large datasets, data wrangling, and data preprocessing.
6. Experience in data science, statistical modelling, and data analytics techniques.
7. Experience with data analysis and visualization tools (e.g., Matplotlib, Seaborn, Tableau).
8. Ability to work independently and lead projects from inception to deployment.
9. Experience with big data technologies (e.g., Hadoop, Spark) and cloud platforms (e.g., AWS, GCP, Azure) is desirable.
10. MSc or PhD in Computer Science, Data Science, Artificial Intelligence, or related field is preferred.
Don't meet every single requirement? Studies have shown women and people of colour are less likely to apply to jobs unless they meet every single qualification. We are dedicated to building a diverse, inclusive and authentic workplace so if you're excited about this role but your past experience doesn't align perfectly with every requirement in the job description, we encourage you to apply anyway.
Your security clearance
To be successfully appointed to this role you will need to undergo Baseline Personnel Security Standard checks. There are no nationality or residency restrictions, although if you have resided outside of the UK within the last 3 years, further checks may be required.
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