직무 설명

About the Role

We are looking for a driven AI Developer to join our team dedicated to creating advanced intelligent solutions across machine learning, natural language processing, computer vision, and generative AI. This position focuses on producing production-ready AI models and embedding them within scalable software systems.

Key Responsibilities

Create, develop, and implement AI and machine learning models tailored for practical applications.
Construct and refine data pipelines to support training, validation, and inference workflows.
Utilize large language models, NLP toolkits, and generative AI methodologies in development.
Coordinate closely with product managers, data scientists, and engineers to deliver comprehensive AI solutions.
Conduct exploratory data analysis and engineer features to enhance model input quality.
Oversee, assess, and adjust model performance following deployment to ensure efficacy.
Maintain thorough documentation of models, methodologies, and experimental outcomes.
Keep abreast of advancements in AI research, tools, and best practices.

Skills and Experience Requirements

Minimum of three to five years of experience in AI or machine learning development roles.
Competent with Python programming and frameworks such as TensorFlow and PyTorch.
Hands-on expertise with NLP, computer vision, or generative AI models including GPT, BERT, or Stable Diffusion.
Strong understanding of data structures, algorithms, and statistical modeling concepts.
Experience in designing RESTful APIs, handling Docker containers, and utilizing cloud services like AWS, GCP, or Azure.
Familiarity with MLOps practices including continuous integration and deployment pipelines and model version control.
Academic background in Computer Science, Artificial Intelligence, Data Science, or a related discipline at the Bachelor’s or Master’s level.

Preferred Additional Skills

Knowledge of LangChain, LlamaIndex, or vector database technologies like Pinecone and FAISS.
Experience with reinforcement learning or managing deep learning systems at scale.
Participation in open-source AI projects or contributions to academic research.
Skill integrating AI features into mobile or web applications.

Benefits and Work Environment

Engage with cutting-edge AI technologies on projects with tangible societal impact.
Join a supportive, cooperative team with a strong emphasis on continuous learning.
Enjoy flexibility with remote or hybrid working options.
Receive competitive pay and potential equity opportunities for certain positions.

AI Developer