Requirements: English
Company: FENARC
Region: Barcelona , Catalonia
Our cliente IAG is looking for a Software Engineer IA/ML
IAG is at the forefront of the AI revolution, driving innovation in ML, Cloud & Edge computing, and software engineering. Our projects span various sectors, including telecommunications, customer services, banking and insurance and leveraging the latest in AI technologies to solve real-world problems.
Role Overview:
We are recruiting an ambitious AI/ML Engineer to join our IAG technology team. You''ll be instrumental in shaping our tech infrastructure, defining the strategic direction of our platforms, and overseeing their execution. This hands-on role involves leading the design and implementation of AI systems with a keen focus on scalability, efficiency, and impact.
You''ll manage a skilled engineering team, foster cross-disciplinary cooperation, and play a key role in strategic planning. Your leadership will empower the team to make critical decisions and take full responsibility for innovative projects, with a strong emphasis on collaboration across engineering and business domains.
Key Responsibilities:
- Design and deploy advanced machine learning models, focusing on Large Language Models (LLMs) to solve GenAI-based product problems.
- Bring research concepts to implementation, creating AI-driven applications with direct business impact.
- Collaborate closely with researchers, software engineers, and product managers to understand complex business challenges and deliver AI-powered solutions.
- Implement scalable data pipelines and optimize models for performance and accuracy.
- Ensure models are production-ready and maintain them to continue delivering value.
- Stay updated with the latest developments in machine learning and AI.
- Monitor and maintain deployed models, ensuring their effectiveness over time.
- Navigate and prioritize tasks in an environment with loosely defined projects and competing deadlines.
- Own problems end-to-end, acquiring necessary knowledge to get the job done.
- Effectively manage multiple stakeholders, ensuring alignment of product development with business objectives.
- You will work closely with a friendly, passionate innovative team located around the world.
- You will have a key role and the opportunity to grow inside the organization.
- You will experience awesome team spirit.
- You will help to build, hire, and lead the dev team.
Qualifications:
- Demonstrated experience in deep learning and transformer models.
- Good Experience in Python, Java and JavaScript programming languages.
- Proven experience in DevOps practices and cloud platforms (AWS, Azure, GCP).
- Solid understanding of software development lifecycle, agile methodologies, and lean startup principles.
- Excellent problem-solving, leadership, and communication skills.
- 3 to 5 + years of relevant experience in AI/ML projects, with a focus on NLP and LLM.
- Proven expertise in building fine-tuned LLMs and implementing the latest research techniques such as continuous pre-training, (Q)LoRA, RLHF, RLAIF, DPO, etc.
- Strong foundation in data structures, algorithms, and software engineering principles.
- Research publication in ML field
Education
- A masters degree in computer science, AI, mathematics, or a related field.
- Masters degree or PhD in ML Engineering, Mathematics or Statistics.
Languages
- Excellent conversational and written knowledge in English (C1 level minimum).
- French and Spanish language skills are a bonus.
Tools and Applications
- ML frameworks and tools: PyTorch, TensorFlow, Hugging Face.
- ML operations tools: Weights & Biases (wandb), MLflow.
- Data visualization tools: Matplotlib, Power BI.
- Version control systems and collaborative development platforms.
Why Join Us?
- Be part of a forward-thinking company that values innovation, creativity, and clean code.
- Work on projects that have a real-world impact, leveraging cutting-edge technologies.
- Collaborate with a global team of experts passionate about AI and new technologies.
- Opportunities for personal and professional growth in a supportive and dynamic environment.
If you''re ready to lead the charge in AI, apply to join our team!