Innovative AI Software Developer

2 days ago

Lahore, Punjab, Pakistan beBee Careers Full time

Senior AI/Machine Learning Engineer

We are seeking an experienced Senior AI/Machine Learning Engineer to join our team.

About the Role

The ideal candidate will have a strong background in Python, machine learning, and deep learning frameworks. They will excel in cloud environments (such as AWS, Azure, GCP, and Databricks) and possess the ability to design innovative AI solutions.

Responsibilities

  1. Develop and Maintain AI Applications: Develop and maintain scalable, secure AI and machine learning applications utilizing Python, machine learning frameworks (e.g., TensorFlow, PyTorch), and cloud services.
  2. Design Machine Learning Models: 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.
  3. Integrate AI APIs: Integrate third-party AI/ML APIs and services to existing web applications.
  4. Promote Data-Driven Approach: Promote a data-driven and machine learning approach with a commitment to delivering valuable AI enhancements consistently.
  5. NLP Expertise: Deep understanding of LLM's (open source). We focus on a wide variety of NLP use cases including writing assistance, summarization, and concept extraction.
  6. Lead Model Development: Lead and participate in NLP and computer vision model development, providing constructive feedback to foster a culture of continuous improvement among team members.

Qualifications

  1. Python Proficiency: Active coder with proficiency in Python 3.x, strong Object-Oriented Programming (OOP) skills, and familiarity with modern Python features.
  2. NLP and CV Experience: Proven experience in Natural Language Processing (NLP) and Computer Vision (CV).
  3. Machine Learning Knowledge: In-depth knowledge of essential Python libraries such as numpy, pandas, scikit-learn, TensorFlow, PyTorch, Keras, Transformers, and others relevant to machine learning.
  4. Cloud Environment Expertise: Competence in working with cloud environments (AWS, Azure, GCP, Databricks) and Linux, including Lambda/Serverless, SQS, SNS, S3, and EC2.
  5. Transformer Deployment: Experience deploying Transformer-based models into production.
  6. Additional Skills: Proficiency in Django or Flask is a huge 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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