Principal Machine Learning Engineer Web Mobile Business Unit
Principal Machine Learning Engineer Web Mobile Business Unit
Posted on :
20-12-2024
Employer Active
1 Vacancy
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Job Description
- Collaborate within a crossfunctional data team to address diverse datacentric tasks
- Establish and maintain effective communication with clients and their teams ensuring alignment on project objectives
- Take ownership of delivering key solution features from design to deployment
- Engage in requirements gathering and analysis proposing optimal machine learning strategies and leading the implementation process
- Contribute to presales activities providing expert input on machine learning and AI solutions
- Develop and implement core system modules designing scalable and costeffective solutions
- Conduct code reviews and write comprehensive unit and integration tests to ensure code quality
- Scale distributed systems and infrastructure to support evolving business needs
- Support the clients research team in the implementation training testing and finetuning of deep learning models
- Collaborate with research teams to identify the most appropriate models and opensource tools for language and signal processing tasks optimizing performance and outcomes
Qualifications :
- Advanced Python and SQL knowledge and expertise
- Experience in model implementation and tuning using popular Machine Learning frameworks like PyTorch Keras TensorFlow
- Ability to understand Machine Learning development and deployment processes
- Solid experience with Machine Learning cloud services like AWS SageMaker or Vertex AI and their supplemental features (like SageMaker Pipelines)
- Proficiency in programming for Computer Vision applications and solutions
- Expertise in MLOps focusing on streamlining and automating ML workflows
- Ability to create and adjust Machine Learning pipelines for the endtoend Machine Learning development cycle
- Experience in working with Deep Learning models for signal and speech processing as well as for Natural Language Processing domain
- Proficiency in setting up multiGPU infrastructure for model training
- Solid understanding in DevOps practices and principles
- Work experience in building and deploying AI solutions
- Familiarity with statistical and data mining techniques and ability to use them when it is appropriate
- Experience in working with Data Analytics
- At least an UpperIntermediate level of English
Remote Work :
Yes
Employment Type :
Fulltime
Employment Type
Remote
Key Skills
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