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GenAI Engineer

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Job Description - GenAI Engineer




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​







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