Generative AI Data Scientist
4 weeks ago
At SANTO SYSTEMS PRIVATE LIMITED, we're on a mission to harness the power of AI for transformative innovation. We're seeking a highly skilled Generative AI Data Scientist to join our team and drive cutting-edge advancements in natural language models and scalable solutions.
Key Responsibilities:
- Design, implement, and iterate on generative AI models like GPT-3, Codex, and DALL-E using techniques such as prompt engineering, chain-of-thought prompting, and fine-tuning.
- Employ retrieval augmented generation methods to enhance model performance.
- Utilize instructor models like Anthropic's Claude to guide generative models.
- Optimize models for coherence, accuracy, minimal hallucination, and maximum coverage.
- Maintain rigorous evaluation protocols and monitor for undesirable model behavior.
- Work closely with business teams to identify AI application opportunities.
- Clearly document work for reproducibility, transparency, and ethical AI practices.
Requirements:
- 5-7 years of experience as a data scientist, ML engineer, or similar role.
- Bachelor's or Master's degree in Computer Science, Data Science, or related field.
- Strong grasp of deep learning frameworks like PyTorch and TensorFlow.
- Strong programming experience in Python.
- Strong grasp of NLP and experience with transformers (BERT, GPT-3, etc.).
- Experience with large language models like GPT-3, Codex, and DALL-E.
- Knowledge of prompt engineering, fine-tuning, chain-of-thought prompting, and other relevant techniques.
- Ability to deploy models via APIs and integrate into production systems.
- Collaborative team player with strong communication skills.
- Commitment to transparent and ethical AI principles.
Benefits:
- Competitive salary package.
- Flexible work-from-home option.
- Professional growth opportunities.
- Collaborative work environment.
- Employee recognition and rewards programs.
- Work-life integration benefits.
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