Prompt Engineer

2 weeks ago

Bengaluru Hyderabad Mangaluru, India Talentboon Consulting Full time US$ 90,000 - US$ 1,20,000 per year

Role & responsibilities:

Prompt Development and Optimization:

  • Design, develop, and refine prompts to generate desired & relevant responses from AI models.
  • Continuously test and iterate on prompts to improve quality and consistency.
  • Experiment with different prompting techniques (e.g., few-shot, zero-shot, chain-of thought, self-validation, React) to achieve optimal results.

Model Selection and Usage:

  • Select appropriate AI models based on project requirements, considering factors like model capabilities, cost, and latency.
  • Effectively utilize the strengths and weaknesses of different models to achieve desired outcomes.

Prompt Vulnerability Assessment:

  • Identify potential vulnerabilities in prompts, such as bias, hallucination, or adversarial attacks.
  • Develop strategies to mitigate these vulnerabilities and ensure the safety and reliability of AI-generated content.

Evaluation and Improvement:

  • Collaborate with teams to define evaluation metrics and methodologies.
  • Analyze model performance and identify areas for improvement.
  • Iterate on prompts and models to enhance overall performance.

Collaboration and Knowledge Sharing:

  • Work closely with data scientists, machine learning engineers, and other stakeholders to understand project requirements and align prompt engineering strategies.
  • Share knowledge and best practices within the team to foster a culture of continuous learning and improvement.

Preferred candidate profile:

  • Experience with Python and the associated libraries.
  • Good understanding of natural language processing (NLP) and machine learning foundation concepts.
  • Proficiency in working with large language models (LLMs) like GPT-3.5, GPT-4o, or other advanced models.
  • Experience with prompt engineering techniques and best practices.
  • Ability to write clear, concise, and effective prompts.
  • Strong analytical and problem-solving skills, with an eagerness to learn and adapt.
  • Attention to detail and a commitment to quality.

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