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Full Stack Developer, AI and Machine Learning
4 weeks ago
Job Title: Full Stack Developer, AI and Machine Learning
Job Summary:
Ledgent Technology is seeking a highly skilled Full Stack Developer with expertise in AI and machine learning to join our team. As a Full Stack Developer, AI and Machine Learning, you will be responsible for designing, developing, and supporting custom AI-enhanced applications hosted in the cloud-based Microsoft Azure platform.
Key Responsibilities:
- Design, develop, and support custom AI-enhanced applications using a variety of technologies such as Python, React, and C#.
- Work closely with internal customers, researchers, and project team members to analyze requirements and develop complex solutions under tight budget and time constraints.
- Develop and maintain high-quality code, following best practices in application architecture, cloud-based computing, coding standards, design patterns, security, and QA.
- Collaborate with cross-functional teams to identify and prioritize project requirements, develop project plans, and track progress.
- Stay up-to-date with industry trends, technologies, and best practices in AI and machine learning.
Requirements:
- 5+ years of experience developing web-based applications with a variety of technologies such as Python, React, and C#.
- Strong experience developing web-based applications and APIs.
- SQL database development skills - database design, complex queries, large data sets, performance tuning/optimization.
- Familiar with best practices in application architecture, cloud-based computing, coding standards, design patterns, security, and QA.
- Proven ability to produce technical documentation such as process diagrams, process flows, data models, and system architecture diagrams.
- Experience working in an Agile/Scrum/Lean development environment and tracking tasks in Jira or similar systems.
- Excellent problem-solving and debugging skills.
- Commitment to quality (unit and automated testing) and attention to detail.
- Excellent communication skills, both written and verbal. Strong interpersonal skills and ability to work effectively with a wide variety of technical and non-technical stakeholders.
Preferred Qualifications:
- Strong preference for a generalist / full stack developer that can contribute to all areas - requirements analysis, rapid prototyping, user interface, API, database, builds, deployments, server configuration.
- Knowledge of artificial intelligence concepts, architectures, and techniques like generative AI, fine-tuning, large language models (LLM), vector databases, and retrieval augmented generation (RAG).
- Experience implementing and integrating AI-driven solutions utilizing technologies like Python, LangChain, OpenAI REST APIs, Hugging Face, Jupyter Notebooks, Neo4j graph databases or similar.
What We Offer:
Ledgent Technology offers a competitive salary, comprehensive benefits package, and opportunities for professional growth and development. We are an equal opportunity employer and welcome applications from diverse candidates.
