About the job
Join Our Team as a Machine Learning Engineer:
Are you passionate about harnessing the power of artificial intelligence to solve real-world problems? At egen, we are seeking a talented Machine Learning Engineer to design and implement cutting-edge AI applications. Bring your expertise in software engineering and machine learning to create scalable solutions that deliver value to our clients.
Key Responsibilities:
- Leverage a minimum of 5 years of experience to architect and deploy AI solutions that are secure, scalable, and high-performing.
- Utilize your knowledge of Document Extraction, Conversational AI, Vision AI, NLP, or Generative AI in your projects.
- Enhance and operationalize existing ML models through fine-tuning and personalization.
- Evaluate and optimize machine learning models to ensure peak performance.
- Craft effective prompts for Large Language Models (LLMs) to elicit relevant and accurate outputs.
- Collaborate with data scientists and engineers to preprocess datasets, including tasks such as data cleaning, transformation, and augmentation.
- Conduct comprehensive analyses to assess LLM responses and iteratively refine prompts for improved outcomes.
- Engage in hands-on customer interactions with Retrieval-Augmented Generation (RAG) solutions and LLM model fine-tuning.
- Build and deploy robust machine learning pipelines on Google Cloud Platform (GCP) or equivalent cloud services, integrating data warehouses, ML platforms, dashboards, and CRM tools.
- Manage all phases of machine learning projects including data cleaning, exploratory data analysis, outlier management, and data distribution analysis.
