Principal EngineerMachine Learning Azure
Principal EngineerMachine Learning Azure
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1 Vacancy
Job Description
REQUIREMENTS:
- Experience: 13 Years
- Handson years of professional experience in machine learning with a proven track record of delivering impactful solutions in NLP machine vision and AI.
- Strong expertise in client interaction and the ability to understand and address client needs effectively.
- Advanced knowledge of cloud architecture particularly on Azure.
- Proficiency in machine learning on Azure including the use of Azure ML services.
- Expertise in NLP concepts and techniques such as tokenization word embeddings sequence modeling attention mechanisms and transfer learning.
- Strong programming skills in Python and proficiency in deep learning frameworks like TensorFlow PyTorch or JAX as well as machine learning libraries like scikitlearn.
- Practical experience with Generative AI frameworks including GANs VAEs prompt engineering and retrievalaugmented generation (RAG).
- Strong understanding of MLOps principles and tools with experience in implementing CI/CD pipelines model monitoring and automated deployment in production environments.
- Excellent communication and collaboration skills with the ability to work effectively in a team environment and interact with stakeholders at all levels.
- Extensive experience with computer vision algorithms and techniques and familiarity with frameworks such as OpenCV TensorFlow or PyTorch for image processing and analysis.
RESPONSIBILITIES:
- Understanding the clients business use cases and technical requirements and be able to convert them into technical design which elegantly meets the requirements.
- Mapping decisions with requirements and be able to translate the same to developers.
- Identifying different solutions and being able to narrow down the best option that meets the clients requirements.
- Defining guidelines and benchmarks for NFR considerations during project implementation
- Writing and reviewing design document explaining overall architecture framework and highlevel design of the application for the developers
- Reviewing architecture and design on various aspects like extensibility scalability security design patterns user experience NFRs etc. and ensure that all relevant best practices are followed.
- Developing and designing the overall solution for defined functional and nonfunctional requirements; and defining technologies patterns and frameworks to materialize it
- Understanding and relating technology integration scenarios and applying these learnings in projects
- Resolving issues that are raised during code/review through exhaustive systematic analysis of the root cause and being able to justify the decision taken.
- Carrying out POCs to make sure that suggested design/technologies meet the requirements.
Qualifications :
Bachelors or masters degree in computer science Information Technology or a related field.
Remote Work :
No
Employment Type :
Fulltime
Employment Type
Remote
Company Industry
Department / Functional Area
Engineering
Key Skills
- Design
- Academics
- AutoCAD 3D
- Cafe
- Fabrication
- Java
