Software Development Engineer

hace 1 semana

Ciudad de México, Ciudad de México Factored A tiempo completo

About Factored

Factored is a cutting-edge company that's revolutionizing the way we approach AI and machine learning. Founded by Andrew Ng and a team of experienced AI researchers, educators, and engineers, our mission is to address the global shortage of qualified AI & ML engineers. We're committed to testing, vetting, and nurturing the most talented engineers for our program and our clients.

Job Title: Software Engineer

We're seeking an ambitious and self-motivated Software Engineer to join our exciting project related to a generative AI platform. As a key member of our team, you'll work in an ML-intensive environment to craft intricate AI tasks, ensuring the platform's security and control. You'll collaborate with a multicultural team of high-caliber engineers across different software-related disciplines.

Responsibilities

  • Design, implement, and deploy 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.
  • Conduct code reviews, ensure adherence to coding standards, and mentor 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.
  • Evaluate new tools and technologies to improve development processes and workflows.
  • Take ownership of key development projects, aligning software with business goals and timelines.

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.

About Us

We're a transparent workplace where everybody has a voice in building our company. We're committed to accelerating careers and investing in hundreds of highly talented data science engineers and data analysts. When not working, we love to make music together, play sports, play games, dance salsa, cook delicious food, brew the best coffee, throw the best parties, and have a great time with each other.

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