
Machine Learning Specialist
2 weeks ago
Job Title: AI/ML Engineer – Senior Consultant
Lingaro's AI Engineering Group is part of Data Science & AI Competency Center, focusing on the technical and engineering aspects of DS/ML/AI solutions. We are seeking experienced AI/ML Engineers to join our team, helping bring AI/ML solutions into production, automating processes, and defining reusable best practices and accelerators.
Duties:
- Design and develop high-performing, scalable, enterprise-grade ML/AI applications in cloud environments.
- Collaborate with Data Science, Data Engineering, and Cloud teams to implement Machine Learning models into production.
- Pursue practical and innovative implementations of ML/AI automation for scale and efficiency.
- Develop and manage industrialized processing pipelines.
- Establish and implement best practices in ML models life cycle and ML operations.
- Implement AI/MLOps frameworks and support Data Science teams in best practices.
- Stay up-to-date with modern techniques, tools, and frameworks in ML Architecture and Operations.
- Gather and document technical requirements and estimated work.
- Present solutions, concepts, and results to internal and external clients.
- Serve as Technical Leader on ML projects, defining tasks, guidelines, and evaluating results.
- Create technical documentation.
- Mentor and grow junior engineers.
Requirements:
- Good understanding of ML/AI concepts, including types of algorithms, machine learning frameworks, model efficiency metrics, model life-cycle, and AI architectures.
- Familiarity with Cloud concepts and architectures, as well as working knowledge with selected cloud services, preferably GCP.
- Experience in programming ML algorithms and data processing pipelines using Python.
- A minimum of 6-8 years of experience in production-ready code development.
- Experience in designing and implementing data pipelines.
- Practical experience with implementing ML solutions on GCP Vertex.AI and/or Databricks.
- Excellent communication skills.
- Ability to work in a team and support others.
- Taking responsibility for tasks and deliverables.
- Great problem-solving skills and critical thinking.
- Fluency in written and spoken English.
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