AI Engineering Leader

12 hours ago

Islamabad, Islamabad, Pakistan beBeeMachineLearning Full time
Senior AI/Machine Learning Engineer

At our organization, we seek an exceptional Senior AI/Machine Learning Engineer with a strong background in Python, machine learning, and deep learning frameworks. This talented individual will excel in cloud environments, possess the ability to design innovative AI solutions, exhibit expertise in Python, Spark, and relevant AI libraries, and demonstrate a high level of personal responsibility.

  • We are seeking a skilled engineer who can develop and maintain scalable, secure AI and machine learning applications utilizing Python, machine learning frameworks (e.g., TensorFlow, PyTorch), and cloud services.
  • The ideal candidate will be able to design and implement machine learning models and algorithms to support various AI-driven client applications, with a focus on user interface interactions and AI-driven features.
  • This role requires integrating third-party AI/ML APIs and services to existing web applications.
  • Our team is committed to promoting a data-driven and machine learning approach with a focus on delivering valuable AI enhancements consistently.
  • Deep understanding of Large Language Models (LLMs) is required, particularly open-source models. We focus on a wide variety of NLP use cases including writing assistance, summarization, and concept extraction.
  • Lead and participate in NLP and computer vision model development, providing constructive feedback to foster a culture of continuous improvement among team members.
Requirements
  • Active coder with proficiency in Python 3.x, strong Object-Oriented Programming (OOP) skills, and familiarity with modern Python features.
  • Proven experience in Natural Language Processing (NLP) and Computer Vision (CV).
  • In-depth knowledge of essential Python libraries such as numpy, pandas, scikit-learn, TensorFlow, PyTorch, Keras, Transformers, and others relevant to machine learning.
  • Competence in working with cloud environments (AWS, Azure, GCP, Databricks) and Linux, including Lambda/Serverless, SQS, SNS, S3, and EC2.
  • Experience deploying Transformer-based models into production.
  • Proficiency in Django or Flask is a plus.
  • Strong expertise in source control, code review, and repository management using Git.
  • Familiarity with software engineering principles and design patterns, including Dependency Injection, SOLID, Service Containers, and Providers.
  • Experience with containerization technologies like Docker.
  • Proficiency in building highly distributed, eventually consistent AI systems.
  • Familiarity with microservices architecture and message broker systems.
  • Expertise in various machine learning testing methodologies, including unit testing, integration testing, performance testing, and load testing.
  • Knowledge of data visualization, monitoring, and alerting concepts along with relevant tooling.
  • Excellent knowledge of Relational Databases, SQL, and ORM technologies such as SQLAlchemy.
  • Knowledge of LLMs, including fine-tuning and deployment integration with web applications.

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