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Data Scientist/Senior Data Scientist - Generative AI

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C3 AI

2mo ago

  • Job
    Full-time
    Senior Level
  • Data
    IT & Cybersecurity
  • London

AI generated summary

  • You should have an MS/PhD in relevant fields, strong ML/NLP skills, experience with Generative AI models, proficiency in Python, and excellent communication abilities.
  • You will design and deploy Generative AI solutions, collaborate with experts for innovative implementations, and promote the scalability of AI offerings within products.

Requirements

  • MS or PhD in Computer Science, Electrical Engineering, Statistics, Robotics or equivalent fields.
  • Applied Machine Learning experience (regression and classification, supervised, and unsupervised learning).
  • Strong mathematical background (linear algebra, calculus, probability, and statistics).
  • Proficiency in Python and object-oriented programming.
  • Strong experience working with machine learning and natural language processing techniques and tools.
  • Strong experience using Generative AI models, with a good understanding of deep learning model classes such as GPT, VAE, and GANs, as well as their hyperparameters.
  • Strong experience with retrieval methods e.g. using embeddings.
  • Strong experience using key Python packages for data wrangling, machine learning and deep learning such as pandas, sklearn, TensorFlow, torch, transformers, LangChain, etc.
  • Experience in Prompt Engineering and few-shot techniques to enhance LLM's performance on specific tasks.
  • Experience with training and fine-tuning deep learning models, especially LLMs, and how to tune hyperparameters to ensure task generalization.
  • Ability to drive a project and work both independently and within a cross-functional team.
  • Smart, motivated, can-do attitude, innovative and seeks to make a difference in a fast-paced environment.
  • Excellent verbal and written communication, able to articulate complex concepts with a non-technical audience.
  • Experience with embedding model training and retrieval method evaluation approaches.
  • Experience with LLM architectures, adapters, Mixture of Experts (MoEs) pretraining and fine-tuning techniques.
  • Experience with design, deployment, and evaluation of LLM-powered agents and tools and orchestration approaches.
  • Experience with reinforcement learning approaches in the context of fine-tuning LLM outputs.
  • Experience with time series analysis and multivariate time series modeling.

Responsibilities

  • Design and deploy Generative AI solutions, such as information retrieval and coding assistance, for industrial customers.
  • Collaborate with Generative AI subject matter experts from C3 AI, its customer teams, and academia to identify, design, and implement innovative and differentiated solutions using cutting-edge research on LLMs and Generative AI.
  • Drive the adoption and scalability of Generative AI offerings within C3 AI products.

FAQs

What is the job title for this position?

The job title is Data Scientist/Senior Data Scientist - Generative AI.

What company is offering this position?

The position is offered by C3.ai, Inc.

What is the main focus of this role?

The main focus of this role is to design and deploy Generative AI solutions for industrial customers and collaborate with various subject matter experts to develop innovative solutions using cutting-edge research on Large Language Models (LLMs) and Generative AI.

What qualifications are required for this position?

Candidates are required to have an MS or PhD in Computer Science, Electrical Engineering, Statistics, Robotics, or equivalent fields, along with applied machine learning experience, strong mathematical background, and proficiency in Python and object-oriented programming, among other qualifications.

Is experience with Generative AI models necessary?

Yes, strong experience using Generative AI models and a good understanding of deep learning model classes such as GPT, VAE, and GANs is necessary.

What are some preferred qualifications listed for this position?

Preferred qualifications include experience with embedding model training, LLM architectures, reinforcement learning approaches, and time series analysis, among others.

What kind of skills are desirable in candidates for this role?

Desirable skills include the ability to drive a project independently, strong verbal and written communication, and a smart, motivated, can-do attitude in a fast-paced environment.

Are there opportunities for collaboration in this position?

Yes, collaboration with generative AI subject matter experts, customer teams, and academia is a key responsibility of this role.

What programming languages and tools should candidates be proficient in?

Candidates should be proficient in Python and familiar with key Python packages for data wrangling, machine learning, and deep learning such as pandas, sklearn, TensorFlow, torch, transformers, and LangChain.

Does C3 AI offer competitive benefits?

Yes, C3 AI provides excellent benefits and a competitive compensation package.

Is C3 AI an equal opportunity employer?

Yes, C3 AI is proud to be an Equal Opportunity and Affirmative Action Employer. They do not discriminate based on any legally protected characteristics.

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C3 AI

This is Enterprise AI

Technology
Industry
1001-5000
Employees
2009
Founded Year

Mission & Purpose

C3 AI is the leading Enterprise AI software provider for accelerating digital transformation. Digital transformation is about leveraging big data and the internet of things to improve performance of assets and predict shortfalls before they happen — all through artificial intelligence and machine learning. Get ahead of supply chain delays before they affect your delivery deadlines. Predict maintenance needs to increase asset uptime, replacing or repairing parts before failure. Reduce energy costs and track sustainability goals in real time, improving building operations and reducing greenhouse gas emissions. Connect disparate health record systems to optimize patient visits and decrease waitlist time. At the core of all C3 AI products is a proprietary, model-driven AI architecture that dramatically enhances data science and application development. The C3 AI Platform allows customers to develop, deploy, and operate large-scale AI, predictive analytics, and IoT applications. And a broad portfolio of turnkey AI applications allows for even faster development and deployment, and C3 Generative AI, a suite of large AI transformer models for the enterprise. From reliability and readiness to supply chain optimization and energy management, C3 AI has deep industry expertise to get your enterprise started on its digital transformation.