Full-Time

Lead AI Engineer

Posted on 11/29/2024

Cast & Crew

Cast & Crew

1,001-5,000 employees

Digital solutions for entertainment production management

Consumer Software
Entertainment

Compensation Overview

$165k - $180kAnnually

Mid, Senior

Remote in USA

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Microsoft Azure
Python
Data Science
Tensorflow
Pytorch
Java
AWS
Go
Google Cloud Platform
Requirements
  • Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or a related discipline, emphasizing a strong theoretical and practical foundation.
  • Minimum of 4 years of hands-on experience in deploying scalable and responsible AI solutions across cloud platforms (e.g., AWS, Google Cloud, Azure), with a proven track record of successful project delivery.
  • Proficient in designing, developing, delivering, and supporting AI services, ensuring they align with industry best practices and organizational goals.
  • Demonstrated experience in creating and fine-tuning generative AI models using frameworks like TensorFlow or PyTorch, along with a strong understanding of techniques such as prompt engineering and model conditioning.
  • Experience in developing AI and machine learning algorithms using programming languages such as Python, Java, or Golang, focusing on efficiency and effectiveness.
  • Demonstrated experience in leveraging state-of-the-art techniques to optimize training and inference software, enhancing latency, throughput, and cost-efficiency in AI operations.
Responsibilities
  • Engage proactively with diverse teams, including engineers, product managers, and stakeholders, to design and implement AI-driven solutions that significantly enhance both internal operations and customer experiences.
  • Lead the design, development, and maintenance of advanced AI components, such as ML models, ensuring rigorous model evaluation, experimentation, and governance protocols are in place.
  • Demonstrate extensive expertise in a wide array of AI technologies and tools, including AWS AI Services, VectorDBs, and frameworks such as PyTorch and TensorFlow, to architect robust and scalable solutions.
  • Demonstrate proficiency in developing and deploying generative AI models (e.g., text, image) and features.
  • Research and implement cutting-edge optimization methodologies to boost the performance, scalability, and reliability of AI systems, focusing on achieving exceptional results in real-world applications.
  • Play a pivotal role in shaping the technical vision and long-term strategy for foundational AI systems, aligning with business objectives at Cast and Crew to drive innovation and excellence.
  • Exhibit a strong commitment to building high-quality, reliable systems while tackling impactful problems that enhance organizational efficiency and customer satisfaction.
  • Stay abreast of the latest advancements in AI research and effectively translate complex scientific publications into practical applications within production environments.
  • Thrive in ambiguous situations, demonstrating an ability to ask insightful questions and conduct thorough analyses to uncover and address core issues, facilitating effective solutions.
  • Possess a solid foundation in engineering principles, mathematics, software development, and artificial intelligence, with a keen ability to identify optimization opportunities across systems.
  • Demonstrate the courage to propose innovative ideas and explore uncharted territories to achieve business objectives, even in uncertain or challenging circumstances.
  • Analyze large, complex datasets to identify patterns, trends, and insights that can be used to enhance business strategies and decision-making processes.
  • Design and implement statistical models, machine learning algorithms, feature engineering, and data mining techniques to develop predictive models and extract actionable insights from data.

Cast & Crew provides a range of digital solutions tailored for the entertainment industry, focusing on production management for film, television, and live events. Their tools help streamline administrative tasks such as payroll, human resources, and document management. Key products include payroll management tools, purchase order management software, screenwriting software, and digital onboarding solutions. Cast & Crew differentiates itself from competitors by offering a comprehensive suite of services that cover various aspects of production management, ensuring accurate and timely payments, efficient document handling, and insightful data reporting. The company's goal is to simplify the production process for its clients, allowing them to focus on creating content while managing the complexities of production operations.

Company Stage

Acquired

Total Funding

N/A

Headquarters

Burbank, California

Founded

1976

Simplify Jobs

Simplify's Take

What believers are saying

  • Strategic investments and acquisitions, such as Media Services, position Cast & Crew for continued growth and market dominance.
  • The hiring of industry experts like Justin Kramer as special advisor indicates a strong focus on technology and product integration.
  • Their diverse range of digital solutions, including industry-standard tools like Final Draft, ensures high client retention and satisfaction.

What critics are saying

  • The entertainment industry is highly competitive, requiring constant innovation to stay ahead of rivals.
  • Integration challenges from acquisitions like Media Services could disrupt operations and delay service improvements.

What makes Cast & Crew unique

  • Cast & Crew offers a comprehensive suite of digital solutions specifically tailored for the entertainment industry, unlike general-purpose software providers.
  • Their focus on end-to-end production management, from payroll to tax credit management, provides a one-stop-shop for production companies.
  • The acquisition of Media Services enhances their market position by integrating additional payroll and production management capabilities.

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Benefits

PTO

Family-leave time off

401(K)

Hybrid & remote work flexibility

Health, dental, & vision insurance

Employee referral program

Tuition reimbursement

Health and wellness programs