Lead Full Stack Engineer - Machine Learning Platform (6-8 yrs)

Lead Full Stack Engineer, ML Platforms(React+Python(FastAPI)+MongoDB)

Exp : 6-8yr

Location : Bangalore

Responsibilities :

- Take ownership of the functional domain, leading efforts from product conceptualization to realization in collaboration with product teams.

- Shape the technical roadmap with a strong emphasis on platform-driven development, reusability, and key performance indicators such as scalability, performance, and reliability.

- Build highly performant, scalable web applications with a focus on creating platform-centric solutions and reusable modules.

- Design abstractions and establish well-defined contracts, prioritizing separation of concerns to achieve overarching business and technical goals.

- Apply advanced problem-solving techniques to tackle complex business and technical challenges.

- Implement incremental architectural improvements, conducting thorough impact analyses for each change. Develop and optimize front-end UI to ensure applications are rendered consistently in cross-platform low performance environments.

- Work with cross-functional technical teams across deep learning, machine learning, distributed systems, program management, app engineering and product teams while working on all aspects of design, development and delivery of high-quality AI / ML Powered Web applications .

- Design and develop front-end using HTML5, CSS, JavaScript, frameworks such as AngularJS, React, VueJs

- Fixing and debugging issues across the full stack and optimizing the performance and usability of the web applications.

- Prototype and develop new ideas and participate in all parts of the lifecycle from research to release.

- Design and architect Python based APIs/ microservices to support the full Machine learning Lifecycle right from Development to Deployment

- Communicate with stakeholders in an effectively and actively plays a role to unblock team and self

- Build scalable micro services architectures than can handle high volume data requests and high concurrency

- Architect solutions for High Availability, Maximum Performance, Low Latency and High Throughput.

- Improve system reliability-Troubleshoot and investigate any identified issues

- Build and perfect test cases to introduce highly reliable and scalable application platforms

- Writing high-performance, reliable, and maintainable code.

Must have Skills :

- Core experience as a Lead engineer in with experience in Server Side, Front end Technologies in an internet facing Web Based Software Product

- 4+ Years of hands-on experience server-side/back-end full cycle product development in a production environment in Python building microservices, REST APIs, Event driven Programming, and in design and deployment of ML Algorithms in Production

- 4+ years of web application development experience in Typescript /React- Quality experience in having worked on a dynamic Web Enterprise or consumer SAAS app successfully in a team environment

- Expert knowledge of building and maintaining in Production, large scale micro services-based applications

- Proficient with SQL, RDBMS such as Postgres, MySQL, SQL Server, Oracle and/or experience with NoSQL DBMSs such as Mongodb

- Hands on experience in python server frameworks like FastAPI

- Excellent working experience with some ORM (Object Relational Mapper) libraries. Eg: SQL Alchemy

- Experience in Test driven Development

- Experience in cloud - AWS/Azure/GCP, Basics of Devops, CI/CD, Kubernetes etc

- Understanding of the threading limitations of Python, and multi-process architecture, Sockets, SSE

- Strong trouble-shooting skills that span systems(Linux), network, and application

- Excellent knowledge of version control (GIT) and Dev ops, Containers, Docker etc and Software Release management

- Deep understanding of core technologies such as Typescript, JavaScript, HTML5, CSS, Redux, Vite

- Thorough understanding of core design principles and common design patterns of React including, Hooks, Context API , Lifecycle methods , Routing etc in React.

- Experience with data visualization, familiarity with design concepts

- Passion for user experience: demonstrated ability to work closely with designers and build products and services that bring best experiences to consumers.

- Excellent coding skills writes code that is well structured, idiomatic, reusable, & easy to understand

- Good Understanding of in Statistics, Data, hypothesis validation, Data Science and Design of Algorithms

- Familiar with testing at multiple levels, and doing test driven development

Good to Have Skills :

- Capability to lead the design and architecture of multiple interconnected subsystems.

- Skill in breaking down complex or ambiguous problems into smaller, manageable components within the product scope.

- Strong understanding of industry coding standards, coupled with the ability to produce clear and effective technical documentation.

You are important to us, let- s stay connected!

Every individual comes with a different set of skills and qualities so even if you don't tick all the boxes for the role today, we urge you to apply as there might be a suitable/unique role for you tomorrow.

Note : The designation will be commensurate with expertise and experience. Compensation packages are among the best in the industry.

Additional Benefits : Health insurance (self & family), virtual wellness platform, and knowledge communities