Description

Design, develop, and deploy machine learning models and scalable software applications.

Responsibilities

• Design and deploy AI/ML pipelines, including data preprocessing and feature engineering.
• Develop and maintain APIs using FastAPI, Django, or Flask to expose models as services.
• Integrate machine learning models into existing applications and services.
• Debug and troubleshoot issues within AI/ML models and systems.
• Conduct code reviews and document processes.

Required Skills

• 5+ years of experience in AI/ML development or a similar role.
• Strong programming expertise in Python.
• Deep knowledge of machine learning frameworks including TensorFlow, PyTorch, Keras, or Scikit-Learn.
• Experience with Langchain and LlamaIndex.
• Proficiency in SQL and NoSQL databases such as MySQL, PostgreSQL, or MongoDB.
• Experience with big data technologies like Apache Spark.
• Hands-on experience with cloud platforms including AWS (SageMaker, S3, EC2), Google Cloud, or Azure.
• Competency with data processing tools like Pandas, NumPy, or Dask.
• Bachelor's degree in Computer Science.

Preferred Skills

• Experience with NLP tools like NLTK, SpaCy, or BERT, and computer vision tools like OpenCV.
• Production deployment experience using Docker, Kubernetes, and CI/CD pipelines.
• Knowledge of reinforcement learning and deep learning techniques.

Key Skills

Education

Bachelor's degree in Computer Science