PwC Labs - Model Ops - Senior Associate in Raleigh, North Carolina
Specialty/Competency: IFS - Internal Firm Services - Other
Industry/Sector: Not Applicable
Time Type: Full time
Travel Requirements: Up to 20%
PwC Labs is focused on standardizing, automating, delivering tools and processes and exploring emerging technologies that drive efficiency and enable our people to reimagine the possible. Process improvement, transformation, effective use of innovative technology and data & analytics, and leveraging alternative delivery solutions are key areas of focus to drive additional value for our firm.
The AI Lab focuses on implementing solutions that impact efficiency and effectiveness of our technology functions. Process improvement, transformation, effective use of technology and data & analytics, and leveraging alternative delivery are key areas to drive value and continue to be recognized as the leading professional services firm. AI Lab is focused on identifying and prioritizing emerging technologies to get the most out of our investments.
Delegate to others to provide stretch opportunities, coaching them to deliver results.
Demonstrate critical thinking and the ability to bring order to unstructured problems.
Use a broad range of tools and techniques to extract insights from current industry or sector trends.
Review your work and that of others for quality, accuracy and relevance.
Know how and when to use tools available for a given situation and can explain the reasons for this choice.
Seek and embrace opportunities which give exposure to different situations, environments and perspectives.
Use straightforward communication, in a structured way, when influencing and connecting with others.
Able to read situations and modify behavior to build quality relationships.
Uphold the firm's code of ethics and business conduct.
Job Requirements and Preferences :
Basic Qualifications :
Minimum Degree Required :
Additional Educational Requirements :
In lieu of a Bachelor Degree, 12 years of professional experience involving technology-focused process improvements, transformations, and/or system implementations
Minimum Years of Experience :
Preferred Qualifications :
Degree Preferred :
Preferred Fields of Study :
Computer and Information Science, Mathematics, Computer Engineering, Artificial Intelligence and Robotics, Mathematical Statistics, Data Processing/Analytics/Science, Statistics
Preferred Knowledge/Skills :
Emerging Tech Lab Developers create rapid proofs of concept to test hypotheses about how emerging technologies can be applied to business use cases. We learn and explore at the forefront of Artificial Intelligence, Blockchain, Internet of Things, Robotics, Virtual Reality and Augmented Reality. The lab’s role is to generate prototypes, demos and learnings that PwC teams and clients can use when deciding how to apply and invest in emerging technologies.
Demonstrating the following preferred technical qualifications:
Working experience in data management, deploying and managing ML models on cloud platforms like Azure, AWS or GCP;
Deploying machine learning models in the cloud for real time and batch inference use cases;
Designing, developing and deploying models based on modern deep learning architecture;
Building scalable machine learning systems;
Understanding of containers and container orchestration systems(Kubernetes / Docker);
Demonstrating the ability to continuously learn new technologies and quickly evaluate their technical and commercial viability;
Understanding of machine learning frameworks such as TensorFlow, PyTorch, Scikit Learn and algorithms such as random forests, ensemble methods, deep neural networks, convolutional neural networks etc.);
Building machine learning models and systems, interpreting their output, and communicating the results;
Creating end-to-end technology prototypes and/or machine learning models for a given business use case or application;
Balancing multiple projects simultaneously and a working ability to meet deadlines and balance multiple priorities;
Managing projects with autonomy and leading small teams (1-5 team members);
Owning responsibility for deadlines and ensuring that projects are completed on-time; and,
Demonstrating proven presentation skills.
For positions in Colorado, visit the following link for information related to Colorado's Equal Pay for Equal Work Act: https://pwc.to/coloradoifsseniorassociate.