GenAI Data Science Consultant
Singapore
PwC
We are a community of solvers combining human ingenuity, experience and technology innovation to help organisations build trust and deliver sustained outcomes.Line of Service
AdvisoryIndustry/Sector
Not ApplicableSpecialism
Technology StrategyManagement Level
Senior AssociateJob Description & Summary
We believe that challenges are best solved together. That’s why, when you join us, you become part of a diverse and global community of problem-solvers. You'll find an unexpected mix of people who bring their unique expertise to build trust in society and tackle important issues. Here, we welcome and encourage you to lead with value and inspiration, question and challenge assumptions, as well as embrace new opportunities to deliver quality outcomes in exciting and unexpected ways, all with the support of technology.At PwC South East Asia Consulting, we help businesses to work smarter and grow faster. We partner with our clients to build effective organisations, innovate and grow, reduce costs, manage risk and regulation and, leverage talent. Our aim is to support businesses in designing, managing and executing lasting beneficial change.
PwC’s South East Asia Consulting practice provides a comprehensive range of professional services and experience to deliver large scale, cross territory transformation projects, wherever our clients need us to be – from strategy through to execution.
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 GenAI Data Science 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.
You will immerse yourself in the core of our clients' businesses, grasping their goals and demands, and transforming these insights into actionable data strategies through a rich understanding of business dynamics. Your journey begins with collecting and scrutinizing data, uncovering hidden patterns and generating initial insights that pave the way for hypothesis formulation.
In this capacity, you will engage in a transformative journey encompassing business acumen, data comprehension, and meticulous data preparation. By applying sophisticated statistical and mathematical modeling techniques, you will develop groundbreaking models that address complex business problems. Your keen focus on precision and scalability ensures these models not only resolve issues but do so with optimal efficiency.
Beyond model creation and validation, you play a crucial role in operationalizing these models by integrating them into applications and processes. This ensures that the solutions you architect maintain their strategic value throughout their lifecycle.
Your expertise transcends data; you will gain deep insights into business processes, mastering their intricacies to identify challenges and design impactful solutions that drive substantial transformation. You will establish and enforce standards and policies that safeguard our clients' most critical assets, ensuring data is secure, private, accurate, accessible, and, crucially, actionable. Your proficiency extends to data management, migration, strategic planning, change management, and navigating policy and regulatory landscapes.
If you are ready to harness the transformative power of data and embark on an extraordinary journey with PwC GenAI, join us. Together, we will redefine possibilities and unlock your full potential.
Required Skills and Experience
- 5+ years of AI and Data consulting experience, or other relevant experience in AI & Analytics domain, with a proven track record of building and maintaining client relationships
- Collaborate with customers and team to identify new AI opportunities, and build proposals and pitch materials to position PwC as a trusted partner for AI & Data transformation
- Organize and lead educational and ideation AI and Generative AI workshops for customers
- Understand customer's needs and assess their AI maturity
- Evaluate and recommend appropriate AI frameworks, tools and platforms
- Lead AI feasibility studies and PoC projects to demonstrate the value and viability of AI solutions
- Develop end to end AI PoC 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 clients’ requirements
- Lead integration and deployment of AI solutions into customers’ existing infrastructure
- Stay updated with the latest advancements in AI and Generative AI technologies, trends and best practices and develop thought leadership and PoV on AI
- Work with cross-functional team and partners to develop/ enhance and package AI offerings and assets for customer-facing discussions
- 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
- Experience working with customers in different industries and understanding their specific challenges and requirements
About You
- Bachelor's degree in computer science, Information Security, 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.
Education (if blank, degree and/or field of study not specified)
Degrees/Field of Study required:Degrees/Field of Study preferred:Certifications (if blank, certifications not specified)
Required Skills
Big Data Analytics, Data Analytics, Data Consulting, Flask (Web Framework), Generative AI, Generative Design, Python (Programming Language)Optional Skills
Accepting Feedback, Accepting Feedback, Active Listening, Analytical Reasoning, Analytical Thinking, Application Software, Business Data Analytics, Business Management, Business Technology, Business Transformation, Communication, Creativity, Documentation Development, Embracing Change, Emotional Regulation, Empathy, Implementation Research, Implementation Support, Implementing Technology, Inclusion, Intellectual Curiosity, Learning Agility, Optimism, Performance Assessment, Performance Management Software {+ 16 more}Desired Languages (If blank, desired languages not specified)
Travel Requirements
Not SpecifiedAvailable for Work Visa Sponsorship?
YesGovernment Clearance Required?
YesJob Posting End Date
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Azure Big Data Computer Science Consulting Data Analytics Data management Deep Learning Excel FastAPI Flask GANs Generative AI HuggingFace LangChain Machine Learning Python PyTorch Research Security Statistics Streamlit TensorFlow
Perks/benefits: Career development Flex hours
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