PwC IndiaEmployer profile
GCP Gen AI - Senior Associate
Location not specified · 4–8 yrs
Experience- 4–8 yrs
Salary- Not disclosed
Location- Location not specified
- Work mode
- Not specified
- Job type
- Full-time
Apply by- Closing date not listed
- Posted
- 12 Nov 21
About this role
Line of Service
Advisory
Industry/Sector
Not Applicable
Specialism
Product Innovation
Management Level
Senior Associate
Job Description & Summary
A career within Data and Analytics services will provide you with the opportunity to help organisations uncover enterprise insights and drive business results using smarter data analytics. We focus on a collection of organisational technology capabilities, including business intelligence, data management, and data assurance that help our clients drive innovation, growth, and change within their organisations in order to keep up with the changing nature of customers and technology. We make impactful decisions by mixing mind and machine to leverage data, understand and navigate risk, and help our clients gain a competitive edge.
As part of our Data Engineering team, you will create data pipelines and data structures utilizing modern data technology, engineering process, and languages. You will be responsible for helping organizations migrate and modernize data platforms in support of enterprise analytics, intelligent applications, and machine learning initiatives.
To really stand out and make us fit for the future in a constantly changing world, each and every one of us at PwC needs to be a purpose-led and values-driven leader at every level. To help us achieve this we have the PwC Professional; our global leadership development framework. It gives us a single set of expectations across our lines, geographies and career paths, and provides transparency on the skills we need as individuals to be successful and progress in our careers, now and in the future.
As a Senior Associate, you'll work as part of a team of problem solvers, helping to solve complex business issues from strategy to execution. PwC Professional skills and responsibilities for this management level include but are not limited to:
- Use feedback and reflection to develop self awareness, personal strengths and address development areas.
- 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.
Years of Experience: Candidates with 4-8 years of hands on experience
Position Requirements:
Must Have:
- 4+ years of experience working in Gen AI, Vertex AI, GCP Services
1. Design, develop, and deploy generative AI solutions on Google Cloud Platform (GCP).
2. Utilize various generative AI techniques and patterns, including:
Retrieval-Augmented Generation (RAG)
Semantic search
Text-to-image generation
Text-to-speech synthesis
Grounding
Code generation
4. Collaborate with data scientists and engineers to integrate generative AI solutions into existing workflows and applications.
5. Develop and maintain infrastructure for training, deploying, and serving generative AI models at scale on GCP.
6. Monitor, evaluate and optimize LLM model performance, ensuring accuracy, efficiency, and fairness.
7. Stay up-to-date on the latest advancements in generative AI research and development.
9. Communicate effectively with stakeholders about the capabilities and limitations of generative AI models.
Requirements:
1. Strong understanding of machine learning principles and algorithms.
2. Experience with deep learning frameworks such as TensorFlow, PyTorch, or JAX.
3. Familiarity with cloud computing platforms, preferably GCP.
4. Experience with natural language processing (NLP) techniques.
5. Knowledge of generative AI models and techniques, including RAG, semantic search, and various text-to-X generation models.
6. Excellent coding skills in Python or other relevant programming languages.
7. Strong communication and collaboration skills.
8. Ability to work independently and as part of a team.
9. Experience with large language models (LLMs) like PaLM,Gemini, GPT-3, or claude, Gen AI, Vertex AI
10. Experience with reinforcement learning (RL) techniques for generative AI.
11. Experience with building and deploying production-grade AI systems.
12. Experience with responsible AI development and deployment practices.
Certification:
- Data Engineering on Gen AI
Professional and Educational Background:
- BE / B.Tech / MCA / M.Sc / M.E / M.Tech / MBA
Optional Skills
Desired Languages (If blank, desired languages not specified)
Travel Requirements
Not Specified
Available for Work Visa Sponsorship?
No
Government Clearance Required?
No
Job Posting End Date
June 12, 2024