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The Python Gen AI Developer role involves designing and implementing generative AI models using frameworks like TensorFlow and PyTorch. Candidates should have over 5 years of experience, with strong Python coding skills and a solid understanding of generative AI models such as GANs and VAEs. The position requires integration of AI models into production systems and collaboration with engineering teams. Familiarity with cloud platforms like AWS, Azure, and GCP is essential. Strong communication skills are also necessary. This is a hybrid position based in Irving, Texas.
Job Responsibility:
Design, implement, and optimize generative AI models using frameworks like TensorFlow, PyTorch, or JAX
Research and implement machine learning algorithms and tools
Integrate generative AI models into production systems and applications, often involving APIs, microservices, and cloud platforms (AWS, Azure, GCP)
Manage and direct research and development processes to meet the needs of our AI strategy
Develop machine learning applications in alignment with project requirements and business goals
Perform machine learning tests and statistical analysis to fine-tune the machine learning systems
Select appropriate datasets and data representation methods
Extend existing machine learning libraries and frameworks
Train systems and retrain as necessary
Work with the engineering and leadership teams on the functional design, process design, prototyping, testing, and training of AI/ML solutions
Requirements:
Overall 5+ years of experience
3+ Years of strong Python coding skills and python libraries (like NumPy, Pandas etc.)
2+ Years of solid understanding of generative AI models (GANs, VAEs, LLMs) and their underlying principles
Strong experience in using Neo4J, Mongo DB
Experience on any of the Python web development frameworks (FastAPI, Flask, Django)
Experience in working as part of scrum team with knowledge of related ceremonies
Strong communication skills
Understanding and experience on Gen AI implementations
Experience on Langchain, Vector DB, Embeddings or related frameworks
Experience on AI/ML model implementations using scikit learn, Tensor flow etc.