GenAI Developer
Apply NowCompany: ALIS Software LLC
Location: Allentown, PA 18102
Description:
Roles & Responsibilities
"MUST HAVE" Skills
- Design, develop, and train generative AI models (e.g., GPT, DALL-E, Stable Diffusion) for applications such as content generation, data synthesis, and automation.
- Implement and optimize machine learning algorithms to enhance the performance and capabilities of generative AI systems.
- Prepare and preprocess datasets for training and evaluating generative AI models, ensuring data quality and integrity.
- Collaborate with software engineering teams to integrate generative AI functionalities into existing systems and applications.
- Optimize AI models for efficiency, scalability, and performance across different platforms and environments.
- Stay updated with the latest advancements in generative AI and related fields and apply new techniques and methodologies to ongoing projects.
- Conduct thorough testing and validation of AI models to ensure accuracy, reliability, and robustness.
- Create detailed documentation for AI models, processes, and best practices to facilitate knowledge sharing and maintainability.
- Work closely with data scientists, product managers, and other stakeholders to understand requirements and deliver AI-driven solutions that meet business needs.
- Adhere to ethical guidelines in AI development, addressing issues such as bias, fairness, and transparency in AI models.
- Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or a related field. A Ph.D. is a plus.
- Minimum of 5 years of experience in AI/ML development or a related role.
- Proven experience in developing and deploying generative AI models and sol
- Hands-on experience with AI frameworks and tools such as TensorFlow, PyTorch, Hugging Face, etc.
- Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) and deploying AI solutions in cloud environments.
- Proficiency in programming languages such as Python, Java, or C++.
- Strong understanding of machine learning algorithms, deep learning architectures, and natural language processing.
- Knowledge of API development and integration.
- Familiarity with containerization and orchestration tools like Docker and Kubernetes.
- Experience with version control systems (e.g., Git).
"MUST HAVE" Skills
- Knowledge and experience implementing RAG and fine-tuning GenAI solution using the relevant Azure resources and services.
- Experience with developing Custom Copilots using Microsoft Copilot Studio. Custom Connector and Extension development experience a plus.
- Experience with developing Gen AI solutions using Azure OpenAI, Azure AI Search and Azure AI Studio for RAG and fine-tune LLM for GenAI solutions.
- Must possess expertise in prompt engineering to facilitate gen ai solution testing and usage.
- Agile / ADO experience
- Knowledge and experience in implementing distributed architecture patterns (e.g. web applications, REST/microservices). Azure experience a plus.
- Knowledge and experience in implementing GenAI solutions using a defined GenAl life cycle process.
- Java development experience