Data Science Senior Consultant (Healthcare)
pricewaterhousecoopers consulting (singapore) pte. ltd.
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Job summary
PwC seeks a Data Science Senior Consultant to bridge business challenges with cutting-edge AI solutions. You will shape data strategies, analyze data, and drive end-to-end AI projects across clients, leveraging Python, Azure, and GenAI tools.
You will collaborate with stakeholders, design scalable models, ensure governance, and guide client teams through transformative AI initiatives in a healthcare-focused context.
Qualifications
- 5 to 8 years of Data Science experience or AI & Analytics domain with stakeholder management.
- Collaborate with stakeholders to identify AI opportunities.
- Evaluate and recommend AI frameworks, tools and platforms.
- Lead AI feasibility studies and projects to demonstrate value and viability of AI solutions.
- Hands on development end to end AI projects using Python, Flask, FastAPI and Streamlit.
- Have experience in cloud services of Azure to deploy AI products.
- Collaborate with AI architects and engineers to design and develop AI and Generative AI solutions tailored to requirements.
- In-depth understanding of AI technologies including machine learning, deep learning, and generative AI techniques (GANs, VAEs).
- Good knowledge of AI frameworks, tools, and platforms such as TensorFlow, PyTorch.
- Knowledge and affinity of GenAI libraries and tool sets including HuggingFace, LangChain, RAGAS and more.
- Bachelor's degree in computer science or related field; strong planning, organization, analytics, and problem-solving.
- Excellent communication and interpersonal skills to work collaboratively with clients and team members.
- Advanced skills in PowerPoint and Excel.
- Strong business acumen and understanding of industry trends and challenges in AI and Generative AI.
- Strong leadership skills and proactive and self-driven attitude.
- Advanced communication and storytelling skills.
- Highly adaptable and flexible through shifting priorities.
- Past experience in Healthcare is mandatory
Responsibilities
- Immerse in clients’ businesses to understand goals and requirements, translating insights into actionable data strategies.
- Collect and analyse data to uncover patterns, generate insights, and support hypotheses.
- Drive initiatives across business understanding, data comprehension, and data preparation.
- Apply advanced statistical and mathematical modelling techniques to develop solutions for complex business problems.
- Ensure models are designed with accuracy, scalability, and efficiency to address business needs.
- Develop, validate, and operationalise models by integrating them into applications and business processes.
- Ensure solutions continue to deliver strategic value throughout their lifecycle.
- Gain deep understanding of business processes, identify challenges, and design impactful solutions.
- Establish and enforce standards and policies to ensure data is secure, private, accurate, accessible, and actionable.
- Support data management, migration, strategic planning, change management, and compliance with policy and regulatory requirements.
- Harness the transformative power of data to redefine possibilities and unlock business value.
Skills
Education
Tools
Job description
At PwC, we help clients build trust and reinvent so they can turn complexity into competitive advantage. We’re a tech-forward, people-empowered network with more than 370,000 people in 149 countries. Across audit and assurance, tax and legal, deals and consulting we help clients build, accelerate and sustain momentum. Find out more at www.pwc.com.
PwC Southeast Asia Consulting's vision is to create meaningful relationships with our clients by powering the next generation digital enterprise.
Our practice spans the whole range of clients’ digital capabilities, ranging from strategy to execution. We help solve complex boardroom problems, and work with the team to not only solve problems of today but get them ready for new opportunities for tomorrow, creating the pathway of how technology can enable business visions.
As a PwC Data Science Senior Consultant, you are the linchpin between complex business challenges and cutting-edge AI solutions, leveraging a unique combination of rigorous methodologies, advanced statistics, mathematical prowess, industry expertise, strategic consulting, and software development. Your role is multifaceted, and each day presents new opportunities to innovate and lead.
Immerse in clients’ businesses to understand their goals and requirements, translating insights into actionable data strategies through a deep understanding of business dynamics.
Collect and analyse data to uncover hidden patterns, generate insights, and support hypothesis formulation.
Drive initiatives across business understanding, data comprehension, and data preparation.
Apply advanced statistical and mathematical modelling techniques to develop solutions for complex business problems.
Ensure models are designed with accuracy, scalability, and efficiency to effectively address business needs.
Develop, validate, and operationalise models by integrating them into applications and business processes.
Ensure solutions continue to deliver strategic value throughout their lifecycle.
Gain deep understanding of business processes, identify challenges, and design impactful solutions that drive transformation.
Establish and enforce standards and policies to ensure data is secure, private, accurate, accessible, and actionable.
Support data management, migration, strategic planning, change management, and compliance with policy and regulatory requirements.
Harness the transformative power of data to redefine possibilities and unlock business value.
- 5 to 8 years of Data Science experience, or other relevant experience in AI & Analytics domain, with a proven track record of handling stakeholders
- Collaborate with business stakeholders to identify new AI opportunities
- Evaluate and recommend appropriate AI frameworks, tools and platforms
- Lead AI feasibility studies and projects to demonstrate the value and viability of AI solutions
- Hands on Development end to end AI projects using Python, Flask, FastAPI and Streamlit
- Have experience in cloud services of Azure to deploy AI products
- Collaborate with AI architects and engineers to design and develop AI and Generative AI solutions tailored to the requirements
- In-depth understanding of AI technologies, including machine learning, deep learning, and generative AI techniques (such as generative adversial networks (GANs), variational autoencoders (VAEs), etc.)
- Good knowledge of AI frameworks, tools, and platform such as TensorFlow, PyTorch
- Knowledge and affinity of GenAI libraries and tool sets included HuggingFace, LangChain, RAGAS and more
- Bachelor's degree in computer science, or a related field Skilled in planning, organization, analytics, and problem-solving.
- Excellent communication and interpersonal skills to work collaboratively with clients and team members.
- Comfortable working with statistics.
- Advanced skills in PowerPoint and Excel.
- Strong Business acumen and understanding of industry trends and challenges in AI and Generative AI .
- Strong leadership skills and proactive and self-driven attitude.
- Advanced communication and storytelling skills.
- Highly adaptable and flexible through shifting priorities.
- Past experience in Healthcare is mandatory
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