AI Model Development Specialist

10 hours ago


Lahore, Punjab, Pakistan beBee Careers Full time
AI Model Development Specialist

We are seeking an experienced AI Model Development Specialist to join our team. As a key member of our AI/ML development team, you will be responsible for designing, developing, and optimizing large language models (LLMs) to address business-specific use cases.

Responsibilities:
  • Design and Develop AI/ML Models: Utilize your expertise in AI/ML model development to design and develop LLMs that meet the requirements of various business use cases.
  • Orchestrate AI Workflows: Leverage LangChain to orchestrate AI workflows and integrate them into scalable production pipelines.
  • Data Validation and Parsing: Implement Pydantic for data parsing and validation within ML applications.
  • Machine Learning Systems: Build and maintain robust machine learning systems using Python, with a strong grasp of PyTorch or TensorFlow frameworks.
  • Model Deployment and Monitoring: Deploy and monitor models in production environments, leveraging AWS services such as SageMaker, EC2, and S3.
  • Data Pipelines: Develop and maintain scalable and efficient data pipelines, incorporating PostgreSQL, Redis, and vector databases like Pinecone or Weaviate.
  • Architectural Design: Participate in architectural design discussions for AI model integration, data flow optimization, and infrastructure scalability.
Requirements:
  • Experience: 2-6 years of experience in AI/ML development with a focus on LLMs.
  • Skills: Proficiency with Pydantic, LangChain, and Python programming skills, with experience using ML libraries such as PyTorch or TensorFlow.
  • Cloud Environment: Familiarity with model deployment, monitoring, and cloud environments (AWS preferred).
  • Databases: Experience working with databases for ML workflows such as PostgreSQL, Redis, or specialized vector databases.
  • Communication: Top-notch communication skills, both written and verbal.


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