Data Scientist with Generative AI Expertise

4 weeks ago


Irvine, United States TEKRRA1 Full time
Job DescriptionJob Description

Role & Responsibilities:

  • Design, develop, and implement advanced AI solutions to solve complex business problems across various domains.

  • Collaborate with engineers, researchers, and product managers to understand business needs and translate them into technical specifications for AI models.

  • Gather, clean, and prepare data for training and evaluating sophisticated AI models, ensuring data quality and ethical considerations.

  • Explore and implement state-of-the-art AI techniques, including deep learning, natural language processing, and computer vision, tailored to specific needs.

  • Evaluate and compare different AI model architectures and hyperparameters to optimize performance, address potential biases, and ensure responsible development.

  • Develop monitoring and evaluation frameworks to track AI model performance and ensure alignment with business goals.

  • Communicate complex AI concepts and findings to technical and non-technical audiences through data visualization, storytelling, and presentations.

Skills

Technical:

  • Programming languages: Python (proficient) with major ML libraries.

  • Experience with opensource Gen AI LLMs e.g., Llama and Dolly.

  • Machine learning, NLP & deep learning: Strong understanding of supervised and unsupervised learning, neural networks, transformers.

  • Generative AI techniques: Experience with GANs, text-to-image generation, text generation models.

  • Data wrangling & manipulation: SQL, data cleaning, feature engineering.

  • Hyperscalers: AWS, Azure, or GCP experience a plus

Non-technical:

  • Problem-solving & critical thinking: Ability to identify and solve complex problems with data-driven solutions.

  • Communication & collaboration: Effectively communicate technical concepts to diverse audiences, work with geographically distributed teams.

  • Innovation & creativity.

  • Attention to detail & accuracy.

  • Self-motivation & continuous learning.

  • develop and evaluate alternative solutions and make recommendations.



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