Senior Software Architect
19 hours ago
Job Description
We are seeking a skilled Senior Software Architect to lead a project focused on developing GenAI applications using Large Language Models (LLMs) and Python programming.
In this role, you will be responsible for designing and optimizing AI-generated text prompts to maximize effectiveness for various applications. You will also collaborate with cross-functional teams to ensure seamless integration of optimized prompts into the overall product or system.
Key Responsibilities
- Design, develop, test and refine AI-generated text prompts to maximize effectiveness for various applications
- Ensure seamless integration of optimized prompts into the overall product or system
- Evaluate prompt performance using metrics and user feedback
- Collaborate with cross-functional teams to understand requirements and ensure prompts align with business goals and user needs
- Document prompt engineering processes and outcomes, educate teams on prompt best practices and keep updated on the latest AI advancements
Requirements
- 7 to 12 years of relevant professional experience
- Expertise in Python programming including experience with AI/machine learning frameworks like TensorFlow, PyTorch, Keras, Langchain, MLflow, Promptflow
- 2-5 years of working knowledge of NLP and LLMs like BERT, GPT-3/4, T5, etc. Knowledge of how these models work and how to fine-tune them
- Expertise in prompt engineering principles and techniques like chain of thought, in-context learning, tree of thought, etc
- Knowledge of retrieval augmented generation (RAG)
- Strong analytical and problem-solving skills with the ability to think critically and troubleshoot issues
- Excellent communication skills, both verbal and written in English at a B2+ level for collaborating across teams, explaining technical concepts, and documenting work outcomes
We Offer
- Opportunity to work on technical challenges that may impact across geographies
- Vast opportunities for self-development: online university, knowledge sharing opportunities globally, learning opportunities through external certifications
- Opportunity to share your ideas on international platforms
- Sponsored Tech Talks & Hackathons
- Unlimited access to LinkedIn learning solutions
- Possibility to relocate to any EPAM office for short and long-term projects
- Focused individual development
- Benefit package: Health benefits, Retirement benefits, Paid time off, Flexible benefits
- Forums to explore beyond work passion (CSR, photography, painting, sports, etc.)
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