REQUIREMENTS:
- Experience: 5+ Years
- Strong software engineering skills (Python and good to have Java experience), including software architecture and system design.
- Proficient in machine learning libraries like TensorFlow, PyTorch, and scikit-learn.
- Experience with containerization tools like Docker.
- Knowledge of model optimization techniques and scaling systems.
- Relational database experience preferably oracle sql server or postgres
- Must be familiar with running queries like creating queries joining several tables to extract information
- Must be familiar with interfacing programmatically (Python) with databases
RESPONSIBILITIES:
- Understanding the client’s 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 client’s 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.
Bachelor’s or master’s degree in computer science, Information Technology, or a related field.
