Senior Software Engineer

Descripción del trabajo

Our client 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, 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 master’s degree in computer science, AI, mathematics, or a related field.
• Master’s 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!