Principal Engineer, Machine Learning
Principal Engineer, Machine Learning
Employer Active
Job Alert
You will be updated with latest job alerts via email
Share
Job Alert
You will be updated with latest job alerts via email
Not Disclosed
Salary Not Disclosed
1 Vacancy
Job Description
REQUIREMENTS:
- Total experience 13years.
- Strong working 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 real-world 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 scikit-learn.
- Proficient experience with Generative AI frameworks such as GANs VAEs prompt engineering and retrieval-augmented generation (RAG) and the ability to apply them to real-world problems.
- Exposure to graph-based models knowledge graphs and related query languages.
- Hands-on skills in data engineering and building robust ML pipelines.
- Experience with personalization engines and digital marketing platform integrations
- Architect scalable cloud-based AI/ML solutions on AWS Azure or GCP integrating data pipelines and AI services.
- Excellent communication skills and the ability to collaborate effectively with cross-functional teams.
RESPONSIBILITIES:
- Writing and reviewing great quality code.
- 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 high-level 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 non-functional 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 :
Yes
Employment Type :
Full-time
Employment Type
Remote
Company Industry
Department / Functional Area
Engineering
Key Skills
- Design
- Academics
- AutoCAD 3D
- Cafe
- Fabrication
- Java
