Role description:
* 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.
Key responsibilities:
* In the below detailed responsibilities list, the highlighted text is desirable but the unhighlighted text is a must.
* 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.
* 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.
* 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.
* 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.
* Lead and mentor junior team members.
* Develop and maintain comprehensive documentation for AI/ML pipelines, data workflows, and analytical processes
Key skills/knowledge/experience:
In the below detailed skill set, the highlighted text is desirable but the unhighlighted text is a must
* 5+ years of 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 (e.g., TensorFlow, PyTorch) and data science libraries (e.g., 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 (e.g., Matplotlib, Seaborn, Tableau).
* Ability to work independently and lead projects from inception to deployment.
* Experience with big data technologies (e.g., Hadoop, Spark) and cloud platforms (e.g., AWS, GCP, Azure) is desirable.
* MSc or PhD in Computer Science, Data Science, Artificial Intelligence, or related field is preferred.