Senior Ml Engineer
3 weeks ago
Cette offre d'emploi est rédigée en anglais pour des raisons de simplicité. La maîtrise des deux langues (français et anglais) est préférable.
Senior Software Developer - Machine Learning
As a global firm at the forefront of the AI revolution, Yeji Data Lab partners with world-leading clients to address their critical challenges. We leverage cutting-edge Machine Learning technology to drive sustainable value and innovation. Our agile and solution-oriented team collaborates with clients across diverse regions, with a strong focus on North America and strategic plans to expand our presence in the Asia Pacific and the Middle East. We invite you to join our journey and play a pivotal role in our expansion.
We are a partner of Mila, the Quebec AI institute, and work in a hybrid mode - with shared workspace in the Mile-Ex.
Position Overview:
We are looking for an experienced Senior Software Developer with Machine Learning Expertise to join our team of business analysts and AI experts. The ideal candidate will bring a profound technical and business acumen, coupled with an extensive understanding of the tech and Artificial Intelligence sectors.
Key Responsibilities:
As a Senior Software Developer with ML expertise, your role will encompass a broad range of critical functions:
- Architecting, developing, and deploying high-performance cloud applications and microservices that integrate machine learning models into production environments.
- Collaborating with data scientists and engineers to optimize, scale, and deploy machine learning models efficiently.
- Ensuring seamless integration of machine learning solutions with frontend and backend systems.
- Championing best coding practices, including writing maintainable, well-documented code and promoting software quality through rigorous unit tests, code reviews, and adherence to best practices.
- Designing and executing advanced cloud architectures (e.G., AWS, GCP, Azure) for the development of AI-driven cloud-native applications.
- Overseeing the construction and management of sophisticated data infrastructures, including databases, data warehouses, and data lakes, utilizing technologies such as SQL, NoSQL, and cloud-based storage solutions.
- Directing containerization strategies with Docker and Kubernetes to bolster scalability and resilience.
- Facilitating collaboration with cross-functional teams to ensure the seamless integration of AI and data engineering solutions with company-wide systems and applications.
- Leading the troubleshooting, debugging, and upgrading of existing applications.
- Producing comprehensive technical documentation for reference and reporting purposes.
Position Requirements:
To excel in this senior role, candidates must possess:
- A Master's degree in Computer Science, Software Engineering, Machine Learning, or a related discipline.
- Over 10 years of proven experience in software development, with a significant portion in a senior or lead capacity, preferably in AI/ML-related projects.
- Advanced expertise in backend development languages such as Python, Java, Node.Js, with a strong emphasis on AI/ML model deployment.
- Experience with ML frameworks and libraries such as TensorFlow, PyTorch, Scikit-Learn, Transformers, and MLOps tools like MLflow, Kubeflow, or SageMaker.
- Experience with frontend technologies including HTML, CSS, JavaScript, and advanced frameworks like React, Angular, or Vue.
- In-depth experience with Agile and Scrum methodologies , with a strong ability to lead and mentor Agile teams.
- Comprehensive knowledge and hands-on experience with cloud platforms like AWS, GCP, or Azure, including architecture and security best practices.
- Proficiency in developing, deploying, and managing microservices architecture , with expert knowledge in container technologies such as Docker and Kubernetes.
- A solid track record of working with both relational and non-relational databases and an understanding of cloud-based storage solutions.
- Good working knowledge of bash/shell scripting .
- Experience with REST API designing and deployment .
- Expertise in version control systems , especially Git, with experience in managing complex development workflows.
- Exceptional problem-solving, communication, and leadership skills , with a proven ability to drive projects and mentor junior team members.
- Fluency in English ;
proficiency in French is highly advantageous.
Assets:
- Proven experience with cloud platforms like AWS, GCP, or Azure.
- Expertise in CI/CD workflow and MLOps pipelines.
- Experience with container technologies like Docker and Kubernetes.
- Understanding of database systems and familiarity with SQL scripting.
- Working knowledge of API designing and deployment.
- Experience with AI/ML model optimization and deployment strategies.L
Join Yeji Data Lab and contribute to shaping the future with your expertise, creativity, and leadership. Together, we will tackle the most challenging problems and achieve groundbreaking innovations.
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