Ml Engineer
hace 1 semana
**Responsibilities**- Utilize best practices in prompt engineering and fine-tune LLMs for specific use cases.
- Implement and optimize vector search methods, including performance tuning and integrating popular vector search engines.
- Collaborate on multi-modal AI solutions using vision-language models for tasks like image generation, visual question answering, and multi-modal search.
- Evaluate the performance of LLM-based systems using appropriate metrics and implement strategies to mitigate challenges and risks in Generative AI development.
- Ensure adherence to Responsible AI principles and Human-AI interaction design best practices.
- Stay updated with the latest advancements in Generative AI to drive innovation and enhance existing systems.
**Requirements**:
- **
Programming Languages**: Proficiency in Python for AI/ML development.
- ** NLP Expertise**: Understanding of NLP tasks, tokenization, attention mechanisms, and embeddings (word and sentence).
- ** Frameworks and Libraries**: Experience with LangChain, LlamaIndex, and DSPy for building LLM-powered systems.
- ** Vector Search**: Familiarity with algorithms for keyword and vector search and knowledge of popular vector search engines.
- ** Document Processing**: Expertise in document chunking strategies and retrieval-augmented generation (RAG) systems.
- ** Transformers**: Intuitive understanding of how transformer models work and how to fine-tune LLMs.
- ** Multi-Modal Models**: Knowledge of joint vision-language models, diffusion models, and techniques such as LoRA, Dreambooth, and ControlNet.
**We offer**
- 100% payroll scheme, benefits by law (IMSS, INFONAVIT, 12+ vacation days)
- Benefits above the law: Vacation premium 50%, 5 PTOs, 3 sick days, 10 guaranteed public holidays per year
- Major medical insurance, Dental and Vision plan for an employee and direct family members
- Minor Medical Insurance (Multiservicios Médicos Santander) for an employee and direct family members
- Life Insurance and funeral expenses
- 5% savings fund, uncapped (matched by the company in the end of the year)
- Grocery cards/vouchers (Vales de Despensa)
- 30 days End of the Year Bonus (Aguinaldo)
- Opportunity to work on bleeding-edge projects with a highly motivated and dedicated team all over the world
- Individual career development plan and support from the best experts
- Professional development opportunities (Linkedin Learning, Cloud certification programs, access to corporate LMS integrated with other learning platforms)
- Well-equipped office in a business area of Guadalajara (quiet room, games room, air hockey, PS5, Nintendo Switch and Xbox Series X, pool table, ping pong, snacks, smoothies, and much more)
- Corporate social events (yoga, massages, sport tournaments, discussion panels, technical talks, lunch & learns)
- Flexible working hours
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