Senior Full Stack & AI Developer
Colombia
Lean Tech
Lean Solutions Group is a top workforce optimization company. Explore our offshore and nearshore staffing solutions to transform your business operations.- Develop and maintain scalable backend services using Python, primarily leveraging Flask framework.
- Integrate and optimize generative AI solutions, focusing on agentic AI end-to-end workflows, and utilize technologies like OpenAI APIs, LangChain, and Vectorshift.
- Design and implement machine learning models into production, with emphasis on text workflows using Large Language Models (LLMs) and frameworks like PyTorch.
- Collaborate with cross-functional teams to define and execute AI-driven product strategies and initiatives.
- Build and enhance frontend applications using React to ensure seamless interaction with backend components.
- Utilize low code/no code end-to-end workflow platforms to integrate AI solutions into existing web platforms.
- Work with cloud platforms such as AWS, GCP, or Azure to deploy AI-powered applications effectively.
- Optimize the system for performance, scalability, and security, ensuring robust software architecture.
- Manage databases, including PostgreSQL (pgvector) and quadrant, to support AI and machine learning tasks.
- Advanced experience with Python, specifically using Flask for backend development.
- Intermediate proficiency in React for frontend development.
- Deep understanding of Machine Learning and AI frameworks, with hands-on experience designing and implementing models.
- Experience with Generative AI initiatives, leveraging tools like LangChain, Vectorshift, n8n, and OpenAI APIs for agentic AI end-to-end workflows.
- Intermediate knowledge in working with Large Language Models (LLMs) for text workflows.
- Proficiency in database management, specifically with PostgreSQL, pgvector, and quadrant (nice to have).
- Familiarity with cloud platforms (AWS, GCP, Azure) for deploying AI models.
- Practical knowledge in software architecture and coding practices.
- Experience integrating AI solutions into web platforms using low code/no code end-to-end workflow platforms.
- Fluency in English (C1 level required).
- Experience in DevOps and CI/CD pipelines to enhance continuous integration and deployment processes.
- Background in data engineering or AI research to strengthen data processing capabilities.
- Understanding of NLP techniques and deep learning models for improved text analysis and modeling.
- Experience with containerization tools like Docker and Kubernetes for efficient application deployment.
- Knowledge of additional Python frameworks, such as Django or FastAPI, to diversify backend skillsets.
- Proficiency in additional machine learning frameworks like PyTorch for expanded model development.
- Experience in handling complex databases beyond PostgreSQL, such as MySQL or MongoDB.
- Soft skills such as strong problem-solving capabilities and effective collaboration within cross-functional teams.
- Advanced problem-solving abilities: Essential for designing and implementing innovative AI-driven solutions and addressing technical challenges efficiently.
- Effective communication skills: Vital for ensuring seamless collaboration with cross-functional teams and articulating complex concepts clearly to stakeholders.
- Leadership and mentorship: Required to guide junior developers and lead AI initiatives, fostering an environment of continuous learning and development.
- Adaptability: Important for thriving in a dynamic, cutting-edge technology environment, especially when integrating new AI tools and workflows.
- Collaboration: Crucial for working effectively within diverse teams and contributing to the collective success of AI-driven projects.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: APIs Architecture AWS Azure CI/CD Deep Learning DevOps Django Docker Engineering FastAPI Flask GCP Generative AI Kubernetes LangChain LLMs Machine Learning ML models MongoDB MySQL NLP OpenAI Pipelines PostgreSQL Python PyTorch React Research Security
Perks/benefits: Career development Flex hours
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