Line of Service
AdvisoryIndustry/Sector
Not ApplicableSpecialism
Data Analytics & AIManagement Level
Senior AssociateJob Description & Summary
At PwC our people in data and analytics focus on leveraging data to drive insights and make informed business decisions. They utilise advanced analytics techniques to help clients optimise their operations and achieve their strategic goals.Responsibilities:
Proficient in programming languages like R Python and database query languages like SQL Hive Pig is desirable. Familiarity with Scala Java or C is an added advantage. Proficient in Statistical modelling and Machine techniques such as time series forecasting Reliability models Markov Models Stochastic models Bayesian Modelling Classification Models Cluster Analysis Neural Network etc. Good exposure to deep learning and associated frameworks (PyTorch TensorFlow and Keras). Ability to perform preprocessing of structured and unstructured data: Processing cleansing and validating the integrity of data to be used for analysis. Strong working experience with cloud platforms: build train and deploy ML Models on Azure/AWS/GCP. Good working knowledge in distributed computing environments / big data platforms (Hadoop Elasticsearch etc.) as well as common database systems and value stores (SQL Hive HBase etc.). Hand-on experience in the MLOps (Dockerization REST APIs and the CI/CD/CT processes). Adaptation of foundation models/LLMs to address specific business challenges. Utilizing version control for maintaining codebase integrity and collaboration fostering a collaborative and error-free development environment. Design deploy and manage prompt-based models on LLMs for various NLP tasks. Build and maintain data pipelines and data processing workflows for prompt engineering on LLMs utilizing cloud services for scalability and efficiency. Familiarity with LLM orchestration and agentic AI libraries. Good understanding of business and ability to translate domain problems to data science problem. Ability to communicate effectively with both technical and non-technical stakeholders.
Mandatory skill sets:
Python GenAI Machine learning data science
Preferred skill sets:
Data analysis SQL MLOPS
Years of experience
required: 1-7 years
Education qualification:
BE/ (if blank degree and/or field of study not specified)
Degrees/Field of Study required: Master of Engineering Bachelor of EngineeringDegrees/Field of Study preferred:Certifications (if blank certifications not specified)
Required Skills
JavaScriptOptional Skills
Accepting Feedback Accepting Feedback Active Listening Algorithm Development Alteryx (Automation Platform) Analytical Thinking Analytic Research Big Data Business Data Analytics Communication Complex Data Analysis Conducting Research Creativity Customer Analysis Customer Needs Analysis Dashboard Creation Data Analysis Data Analysis Software Data Collection Data-Driven Insights Data Integration Data Integrity Data Mining Data Modeling Data Pipeline 38 moreDesired Languages (If blank desired languages not specified)
Travel Requirements
Not SpecifiedAvailable for Work Visa Sponsorship
NoGovernment Clearance Required
NoJob Posting End Date
Required Experience:
Senior IC
At PwC, our purpose is to build trust in society and solve important problems. We’re a network of firms in 155 countries with over 284,000 people who are committed to delivering quality in assurance, advisory and tax services. Find out more and tell us what matters to you by vis ... View more