Gen AI Developer
Job Description
The Gen AI Developer role at Realign LLC focuses on building end-to-end generative AI and LLM solutions, from model design and fine-tuning to deployment, monitoring, and continuous improvement across production applications.
Responsibilities
- Design, fine-tune, and deploy generative AI models, including Llama, GPT, and Stable Diffusion, for multiple applications.
- Train and optimize large language models for natural language understanding, summarization, and conversational AI.
- Develop and maintain robust data pipelines that support both model training and inference workflows.
- Clean, preprocess, and manage large-scale datasets used across AI initiatives.
- Implement ML models in production environments using tools such as TensorFlow, PyTorch, or Hugging Face.
- Optimize models for performance, scalability, and cost-efficiency on cloud platforms including AWS, Azure, and GCP.
- Collaborate with product managers, data engineers, and software developers to connect AI implementations to business objectives.
- Track and apply advancements in Gen AI and ML research.
- Monitor deployed models for performance and accuracy, and implement retraining and versioning strategies.
- Ensure deployed systems meet ethical, privacy, and compliance standards.
Requirements
- Experience in machine learning, data science, or related fields.
- Hands-on experience with generative models such as GANs, VAEs, and diffusion models, as well as LLMs.
- Experience with ML frameworks including TensorFlow, PyTorch, or JAX.
- Familiarity with cloud environments, including AWS Sagemaker, Azure ML, or GCP AI Platform.
- Strong programming skills in Python (preferred) or similar languages.
- Proficiency with libraries such as Hugging Face, LangChain, or NVIDIA BioNeMo.
- Knowledge of Docker, Kubernetes, and CI/CD pipelines for deployment.
- Understanding of NLP, computer vision, or multimodal AI techniques.
- Strong problem-solving skills and a passion for AI-driven innovation.
- Experience with Retrieval-Augmented Generation (RAG) and vector databases such as Pinecone, Weaviate, or Milvus.
Technologies
Python, TensorFlow, PyTorch, JAX, AWS Sagemaker, Azure ML, GCP AI Platform, Hugging Face, LangChain, NVIDIA BioNeMo, Docker, Kubernetes, CI/CD, Retrieval-Augmented Generation (RAG), Pinecone, Weaviate, Milvus, LLMs, GANs, VAEs, diffusion models, Llama, GPT, Stable Diffusion, NLP, computer vision, multimodal AI
Job Details
- Job Type: Full Time
- Category: IT
- Location: Richardson, TX (onsite)
- Salary: USD 105,000 per yearly
Required Skills
- Cloud Developer
- SQL
- Application Developer