Factored is hiring a
Software Engineer

Summary

Join our exciting project related to a generative AI platform as a Software Engineer. You will work in an ML-intensive environment, interacting with a multicultural team of high-caliber engineers. In return, you will be rewarded with a fantastic team that supports you, rich culture, shared success, and the flexibility to work from home or anywhere you prefer.

Requirements

• 5 - 8 years of required previous experience in Software development with a focus on AI/ML
• Excellent communication English skills (verbal and written) (B2 - C1)
• Experience with Deep Learning, particularly with model training, and familiarity with frameworks like HuggingFace or Pytorch
• Proven experience in Python programming and web API development
• Strong expertise in developing scalable, efficient applications, particularly in AI and generative AI
• Proficiency in cloud platforms (Azure, GCP, AWS) and containerization technologies (Docker, Kubernetes)
• Experience with AI frameworks like LangChain, LlamaIndex, and GenAI technologies
• Hands-on experience with server-side frameworks like FastAPI, including API development, documentation, and versioning
• Strong understanding of large language models (LLMs) and deployment techniques
• Knowledge of CI/CD tools like GitLab CI for automation in testing, building, and deploying code
• Strong problem-solving and creative thinking skills with attention to detail
• Excellent communication and collaboration skills in team environments
• Experience with AI/ML project lifecycles, from design to deployment
• Familiarity with open-source projects and a passion for staying updated on industry advancements in AI and machine learning

Responsibilities

• Architect, design, and implement Web APIs and scalable AI applications using Python, ensuring high performance, scalability, and security
• Develop, deploy, and manage Python applications on cloud platforms (Azure, GCP, AWS), leveraging services like Azure Functions, App Service, and distributed computing
• Design and develop Generative AI solutions utilizing Large Language Models (LLMs), retrieval-augmented generation (RAG), and prompt engineering techniques
• Collaborate with cross-functional teams to integrate AI technologies, ensuring personalized and impactful user experiences
• Lead the full SDLC for AI and Python projects, including architecture design, coding, testing, documentation, and version control
• Conducted code reviews, ensured adherence to coding standards, and mentored junior developers
• Maintain and document development processes, ensuring best practices are followed
• Identify and fix bottlenecks, bugs, and performance issues in applications
• Stay updated on the latest trends and advancements in AI, Python development, and generative AI
• Engage with AI communities and contribute to ongoing AI initiatives within the company
• Drive the development and implementation of AI solutions tailored to industry-specific needs, such as telematic applications
• Evaluate new tools and technologies to improve development processes and workflows
• Take ownership of key development projects, aligning software with business goals and timelines