
Strategic Data Insight Consultant
2 weeks ago
We are seeking an accomplished Data Scientist to join our growing team in Singapore. This exciting opportunity is part of our strategic growth plans for the region.
">The role will leverage your expertise in data science and machine learning to drive real-world business outcomes, while gaining exposure to business strategy, value creation, and management consultancy.
Key Responsibilities:- Collaborate with cross-functional teams to gather and analyze data for mergers, acquisitions, valuations, restructuring, business performance improvements, and other strategic advisory projects.
- Apply Data Science / Gen AI skills to identify actionable insights that may create values and positive impacts for our clients.
- Loading and preprocessing large, complex datasets (structured and unstructured) to make them usable for predictive modelling, statistical analysis, and visualization.
- Developing predictive models, machine learning algorithms, Gen AI models, and statistical models to identify trends, risks, and opportunities in the data.
- Applying optimization techniques to solve business problems related to resource allocation, pricing, and other business and operational aspects.
- Generating actionable business insights based on the processed data, transforming analytical results and models into clear data-driven recommendations for stakeholders.
- Creating compelling data visualizations and dashboards using tools like Power BI, Tableau to communicate findings and tell stories effectively.
- Presenting findings to senior management and clients, helping them leverage data science models to optimize their strategic and operational decisions.
- Bachelor's degree or above in Data Science, Computer Science, Statistics, Applied Mathematics, or a related field. Master's degree in data science and AI will be beneficial.
- Minimum 5 to 8 years of experience in data science or data analytics roles, AI, operational research.
- Ability to generate actionable insights from data, going beyond numbers to make meaningful business recommendations.
- Effective communication skills, with the ability to explain complex models and results to non-technical stakeholders.
- Experience in financial analysis, understanding of corporate finance and deal structuring is a plus.
- Problem-solving mindset with a focus on delivering results in high-pressure, time-sensitive environments.
- Ability to collaborate with diverse teams and work on multiple projects simultaneously.
- Strong proficiency in Python, Alteryx, Power BI (or Tableau) are essential.
- Alteryx (incl. macro and analytic app) to build workflow for data analysis and insights generations
- Operational research including mathematical optimization models and solver tools (e.g. linear programming, mixed-integer programming)
- Machine learning / deep learning python libraries (e.g., pandas, scikit-learn, Keras, TensorFlow, PySpark, etc.)
- Predictive modelling, advanced statistical modelling and hypothesis testing (e.g. regression analysis, time series analysis, clustering, classification, predictions, A/B testing)
- Expertise in generative AI models (e.g. GPT). Experience in building, fine-tuning, and deploying large language models (LLMs) and transformer architecture. Familiarity with natural language processing (NLP)
- Azure cloud platform, Azure Machine Learning, Azure Data and AI tools, Azure Databricks for big data processing and machine learning pipeline management
- Data cleaning and preprocessing techniques, features engineering / selection to enhance model performance, features importance to explain the model
- Data visualization using tools to develop data story, e.g., Matplotlib, Seaborn, Power BI / Tableau.
- SQL skills and knowledge of relational databases (e.g. MySQL)
We invest substantially in professional development of our team members, with particular emphasis on coaching. We offer a collaborative and flexible working environment, with due consideration of work-life balance and changing demands of personal or family life.
This role offers a unique opportunity to work closely with senior advisors and business leaders, deepen your understanding of business optimization, mergers & acquisitions, financial restructuring, and other high-impact areas within the Deal Advisory space for various industries.
Through hands-on projects, you'll learn how data-driven insights directly contribute to strategic decision-making and business growth.
We only shortlisted candidates will be contacted by our Talent Acquisition team, personal data collected will be used for recruitment purposes only.
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