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ML AppDev-Full Stack developer
Zetwerk
·
2-7 years
Hyderabad / Secunderabad, Chennai, Bangalore / Bengaluru
1 vacancy
ML AppDev-Full Stack developer
Zetwerk
posted 1mon ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- Lead cross-functional technical teams across distributed systems, program management, app engineering and product teams while working on all aspects of design, development and delivery of machine learning enabled end-to-end pipelines and solutions.
- Design and architect microservices to support the full Machine learning Lifecycle right from Development to Deployment
- Build scalable micro services architectures than can handle high volume data requests and high concurrency
- Architect solutions for High Availability, Low Latency and High Throughput.
- Improve system reliability-Troubleshoot and investigate any identified issues
- Build reusable patterns, libraries, and perfect test cases to introduce highly reliable and scalable application platforms
- Writing high-performance, reliable, and maintainable code.
- Interface with various interactive services and clients including web and mobile applications.
- Experience in leading a team as well as handling customer stakeholders
- Hands on experience in building scalable solutions using microservices & deployment of ML Algorithms in production
- Excellent programming skills in Python, a good understanding in Go is a plus.
- Experience in Test driven Development
- Expert knowledge of building and maintaining in Production
- Experience in cloud - AWS/Azure/Google is mandatory
- Exposure to Front end frameworks like React/Angular having led teams and built applications
- Experience is creating reusable components and libraries
- Experience is optimizing the performance of the web applications
- Exposure to mobile application development is a plus
- Proficient with SQL, RDBMS such as Postgres, MySQL, SQL Server, Oracle and/or experience with NoSQL DBMSs such as Mongo DB
- Familiarity with some ORM (Object Relational Mapper) libraries like SQLAlchemy
- Experience in optimizing the performance of the queries.
- Experience in server-side/back-end full cycle product development in a production environment in Python
- Hands on experience in python server frameworks like Django/Flask/FastAPI
- Strong testing and debugging skills.
- Strong trouble-shooting skills that span systems (Linux), network, and application
- Understanding of the threading limitations of Python, and multi-process architecture.
- Good knowledge of software engineering practices like version control (GIT) and Dev ops
- Understanding of ML/AI Pipeline & Development life cycle & tools, MLOps Knowledge
- Leveraging Agile and Lean software development methodologies to drive reliability upstream into the product development life cycle.
Employment Type: Full Time, Permanent
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