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  • Senior AI/ML Engineer - Islamabad - Devsinc

    Devsinc
    Devsinc Islamabad

    2 months ago

    Description


    Devsinc is seeking a Senior AI/Machine Learning Engineer with a strong background in Python, machine learning, and deep learning frameworks.

    Our ideal candidate will excel in cloud environments (such as AWS, Azure, GCP, and Databricks), 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.


    Principal Responsibilities:
    Develop and maintain scalable, secure AI and machine learning applications utilizing Python, machine learning frameworks (e.g., TensorFlow, PyTorch), and cloud services
    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
    Integrate third-party AI/ML APIs and services to existing web applications
    Promote a data-driven and machine learning approach with a commitment to delivering valuable AI enhancements consistently
    Deep understanding of LLMs (open source). 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


    Requirements:
    3-6 years of experience as an 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 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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