Senior Staff EngineerMachine Learning
Senior Staff EngineerMachine Learning
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Salary Not Disclosed
1 Vacancy
Job Description
REQUIREMENTS:
- Experience: 10 Years
- Handson experience in machine learning with a proven track record of delivering impactful solutions in NLP machine vision and AI.
- Proficiency in programming languages such as Python or R and experience with data manipulation libraries (e.g. Pandas NumPy).
- Strong understanding of statistical concepts and techniques and experience applying them to realworld problems.
- Strong programming skills in Python and proficiency in deep learning frameworks such as TensorFlow PyTorch or JAX as well as machine learning libraries such as scikitlearn.
- Practical experience with Generative AI frameworks such as GANs VAEs prompt engineering and retrievalaugmented generation (RAG) and the ability to apply them to realworld problems.
- Excellent problemsolving skills with a creative and analytical mindset.
- Strong communication and teamwork skills with the ability to work effectively in a team environment and interact with stakeholders at all levels.
- Experience with AI ethics and responsible AI practices
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
Full-time
Company Industry
Department / Functional Area
Engineering
Key Skills
- Computer Science
- Docker
- Kubernetes
- Python
- VMware
- C/C++
- Go
- System Architecture
- gRPC
- OS Kernels
- Perl
- Distributed Systems
