Nlp Engineer

hace 4 semanas

Desde casa, México STXNext A tiempo completo

**Hi there**

We are the biggest European Python Powerhouse with over 18 years of experience, and deep commitment to Agile principles. Join a group of 500+ professionals dedicated to helping customers build outstanding products.

**Are you the NEXT one?**

**Job description**

We are seeking a NLP Engineer to execute model R&D, which is a mix of improving existing work and some greenfield development, including with large language models (LLMs).
- Excels in solving ambiguous and complex problems, being able to navigate through uncertain
situations, breaking down complex challenges into manageable components and developing innovative solutions
- Appreciates importance of engineering hygiene and good practices
- Has an agile development mindset, appreciating the benefit of constant iteration and improvement
- Brings strong analytical and problem-solving skills
- Communicates complex ideas and concepts effectively
- Documents research findings, methodologies, and implementation details to share knowledge with
internal and external stakeholders.
- Ensures data privacy and security, adhering to industry best practices and regulations.

**Requirements**:

- Evidence of solving machine learning problems from data collection to model training and testing
- Proficiency in programming languages such as Python and bash
- Knowledge of popular ML libraries such as PyTorch
- Systematically can conduct experiments across one or more models to evaluate performance
- Familiarity with AWS, including use of Sagemaker for model experiments
- Use of foundational LLMs e.g. T5, Llama2, Falcon
- Finetuning LLMs
- Prompt engineering
- Using 3rd party LLMs via API
- Evaluating LLM output quantitatively, for example using metrics like ROUGE and BLEU
- Building RAG systems
- Vector databases for semantic search
- Guardrail implementation, for example with NVIDIA NeMo guardrails
- Building Docker containers
- Developing APIs in Flask or FastAPI
- MLflow or Weights & Biase

**Please send resume in English language version.**

**Benefits**:

- Work-life balance - we are open to discussing individual needs. Set up working hours and limited remote work scheduled with your team and manager, in a way that works for both sides.
- Reimbursed private medical care - we care about the health and well-being of our colleagues. Choose a sports card and dedicated medical care for yourself and your relatives.
- Leader’s support - conferences’, internal trainings’ and permanent meetups’ speakers - join the STX Next crew and work with true enthusiasts and professionals
- Technology focus - Python and JavaScript are not our only strengths, we are also very good at React Native, IoT, Machine Learning, DevOps and Blockchain.
- Growth review - Junior, Regular or Senior? Every year we have a chance to discuss acquired skills and prepare a development plan for upcoming months
- **Vacation - 20 days **of vacation given already during your 1st year of employment to help you maintain your worklife balance.

**Salary**: $50,000.00 - $70,000.00 per month

Work Location: Remote

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