Data Science Senior Consultant (Healthcare)

PwC

Singapore

On-site

SGD 120,000 - 190,000

Full time

14 days+

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Job summary

PwC Southeast Asia Consulting is seeking a Data Science Senior Consultant in Singapore to bridge complex business challenges with cutting-edge AI solutions. You will translate insights into actionable data strategies, collect and analyse data, and drive initiatives across data understanding and preparation.

You will apply advanced statistical and mathematical modelling, develop, validate and operationalise models, and work to ensure scalable, secure data solutions throughout their lifecycle.

Qualifications

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

Responsibilities

Lead AI feasibility studies and projects to demonstrate value and viability of AI solutions.
Collaborate with business stakeholders to identify new AI opportunities.
Develop, validate, and operationalise AI models into applications and business processes.
Ensure models are designed with accuracy, scalability, and efficiency.
Gain deep understanding of business processes and design impactful AI solutions.
Establish data standards, security, and governance.
Support data management, migration, and regulatory compliance.

Skills

Data Science

AI & Analytics

Python

Flask

FastAPI

Streamlit

Azure

TensorFlow

PyTorch

GenAI

HuggingFace

LangChain

RAGAS

Statistics

Communication

Leadership

Education

Bachelor's degree in computer science

Tools

Azure

Job description

Line of Service Advisory Industry/Sector Not Applicable Specialism Technology Strategy Management Level Senior Associate Job Description & Summary

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.

About The Team

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.

About the Role

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.

About You: Required Skills and Experience

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