Fullstack Developer

Role Overview:

A Generative AI Engineer specializes in designing, developing, and managing AI systems capable of autonomously generating content such as text, images, and music. These engineers leverage deep learning and machine learning techniques to train AI models on large datasets, enabling the creation of new, original content that mimics human-like creativity.

Key Responsibilities:

• Design and Develop AI Models: Create and optimize generative models such as Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs)
• Natural Language Processing (NLP): Work extensively with NLP to create and refine models that understand and generate human language
• Data Management: Manage and integrate large datasets to train generative AI models, including data pre-processing and augmentation
• Prototype New Applications: Lead the ideation and prototyping of new AI applications and systems
• System Architecture: Design and implement the architecture for AI systems to ensure scalability and efficiency.

Key Skills:

• Programming: Advanced knowledge of programming languages such as Python, and proficiency with AI-centric libraries like TensorFlow, PyTorch, and Keras.
• Generative Models: Expertise in developing and optimizing GANs, VAEs, and other generative models.
• NLP Techniques: Familiarity with text parsing, sentiment analysis, and transformer models like GPT.
• Data Handling: Strong skills in data pre-processing, augmentation, and synthetic data generation.
• Problem-Solving: Ability to tackle complex, creative challenges using AI.
• Preferred Qualifications:
• Education: Bachelor’s or master’s degree in computer science, AI, Machine Learning, or a related field.
• Experience: Proven experience in developing and deploying generative AI models.
• Soft Skills: Creativity, strong analytical skills, and the ability to work collaboratively in a team environment.

Job Description

• ​Be able to drive a team of around 4 developers
• Should be able to effectively lead from the front, integrating developers, analysts and QA
• Should be able to pair, and effectively mentor junior developers
• The ability to think innovatively and turn ambiguous problem spaces into clear solutions
• Be an inspiration for the team and a trusted partner to our customers

Requirements

• Familiar with PHP or Ruby or NodeJS. Strong experience in Laravel and/or ReactJS a plus
• Familiarity with the entire development -> prod flow a strong plus (our dev owns the DevOps)
• Familiarity with performance tuning a web stack a strong plus
• Comfortable working in an Agile highly dynamic start-up environment
• Demonstrate leadership skill and be accustomed to driving results in a collaborative, cross-functional environment