GenAI Engineer

Omm IT Solutions

  • Woodlawn, Maryland
  • 30+ days ago
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    Skills

    • Algorithmsunmatched
    • Amazon Web Services (AWS)unmatched
    • Analysis Skillsunmatched
    • Application Programming Interface (API)unmatched
    • Artificial Intelligence (AI)unmatched
    • Best Practicesunmatched
    • Cloud Computingunmatched
    • Communication Skillsunmatched
    • Computer Scienceunmatched
    • Content Developmentunmatched
    • Continuous Deployment/Deliveryunmatched
    • Continuous Integrationunmatched
    • Contract Requirementsunmatched
    • Data Managementunmatched
    • Data Modelingunmatched
    • Deep Learningunmatched
    • Engineeringunmatched
    • Federal Governmentunmatched
    • Information Retrievalunmatched
    • MD5 (Message Digest Algorithm 5)unmatched
    • Machine Learningunmatched
    • Mathematicsunmatched
    • Microsoft Windows Azureunmatched
    • Natural Language Processing (NLP)unmatched
    • Performance Tuning/Optimizationunmatched
    • Problem Solving Skillsunmatched
    • Programming Languagesunmatched
    • Python Programming/Scripting Languageunmatched
    • Software Developmentunmatched
    • Software Engineeringunmatched
    • Source Code/Configuration Management (SCM)unmatched
    • State Governmentunmatched
    • Team Playerunmatched
    • Training Data Setsunmatched

    Description

    Please Note:
    • It is 100% Onsite Position
    • Selected candidate must be willing to work on-site in Woodlawn, MD 5 days a week

    Key Required Skills:
    • Machine Learning, Deep Learning, Neural Networks, Python, Natural Language Processing, Prompt Engineering, and Data Management and Preprocessing.

    Position Description:
    • Design and develop generative models: This includes working with architectures like GANs (Generative Adversarial Networks), VAEs (Variational Autoencoders), and especially transformer-based models (like those behind LLMs).
    • Fine-tuning and optimization: Adapting pre-trained generative models for specific tasks and datasets, optimizing their performance, efficiency, and the quality of their generated output.
    • Prompt engineering: Crafting and refining prompts to guide generative models to produce desired outputs, often for specific applications (e.g., content creation, code generation, design).
    • Build AI pipelines: Creating the infrastructure and workflows for data preparation, model training, deployment, and ongoing monitoring of generative AI systems.
    • Integration: Incorporating generative AI models into existing software applications and products.
    • Research and experimentation: Staying up to date with the latest research in generative AI and experimenting with new algorithms and techniques.
    • Ethical considerations: Understanding and addressing potential biases, misuse, and ethical implications of generative AI.
    • All other duties as assigned or directed.


    Requirements

    Skills Requirements:
    Basic Qualifications:
    • ​Bachelor's Degree in Computer Science, Mathematics, Engineering or a related field.
    • Masters or Doctorate degree may substitute for required experience
    • Minimum 5 years of hands-on experience designing, developing, and implementing AI models (Generative AI experience preferred)
    • Must be able to obtain and maintain a Public Trust. Contract requirement.

    Required Skill
    • Strong foundation in Machine Learning, Deep Learning, and neural networks (GANs, VAEs, Transformers, LLMs).
    • Proficiency in programming languages, especially Python, and relevant libraries (Scikit-Learn, TensorFlow, PyTorch, Keras).
    • Expertise in Natural Language Processing (NLP) for text and language generation.
    • Data management, preprocessing, and feature engineering skills.
    • Expertise with prompt engineering techniques for guiding AI models.
    • Experience with cloud-based AI platforms (AWS, Azure).
    • Knowledge of software development best practices, including CI/CD pipelines, version control, and testing.
    • Problem-solving, analytical, and critical thinking skills.
    • Strong communication and collaboration abilities.
    • Understanding of AI ethics and responsible AI development.

    Desired Skills
    • Prior experience with federal or state governments IT projects.
    • Familiarity with various LLM models available in the market
    • Working knowledge of Retrieval Augmented Generation (RAG) to enhance LLM responses
    • Experience integrating GenAI models and services into existing applications using APIs​


    Numbers & Facts

    LocationWoodlawn, Maryland
    Websitehttp://ommincorp.com

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