Lead Engineer (12+ Year Experience, Full stack + Data engineers to work on AI/ML platform) IRC298954
GlobalLogic · Bengaluru, Karnataka, India
GlobalLogic · Bengaluru, Karnataka, India
**Description** Healthcare **Requirements** Minimum Qualification and Experience Requirements ( 12+ year of experience) B.E.(Bachelor of Engineering)/B Tech.(Bachelor of Technologies)/M Tech preferably in Computer Science with specialization Full stack Development + AI - English Skills Hands on Experience or certification in Data science Technologies Excellence in Software Design, Architecture principles and Software development Life Cycle Additional Requirements, Physical Demands, Region/Local Specifications: - Knowledge Sharing and Collaboration Skills, - Communication Skills, - Coaching and Mentoring Skills, Exposure to multicultural experiences a definite advantage Technical Skills: Working experience in: ML Frameworks : Spark MLlib, Tensorflow, PyTorch, XgBoost, Scikit learn etc ML Tools : Sage maker(or Jupyter) Notebbok (experimentation), Sagemaker Pipeline, Sage maker Training, Model Registry, Model Monitor, Clarify, Model Deployment (Batch and Real-time inference) etc. (or equivalent from other HCP) Messaging Platform like Kafka Framework eg. Spark Persistence Technology: Hive, Vertica, Cassandra, S3, Delta Lake Language: Python, Scala, Java, Shell, SQL Log Management: NewRellic/ELK Monitoring Tool: Prometheus/Grafana - Orchestration Tool: Kubernetes, Rancher, ArgoCD - CI/CD: Git, Docker, Jenkins Deployment : Terraform, Docker, Helm , Kubernetes Distributed Computing : Apache Spark (Hand-on experience on Batch and Streaming jobs implementation using AWS Glue, EMR or EMR serverless or equivalent in other HCP) Storage : AWS Relational (RDS, Aurora) and Non-Relational databases (KeySpaces, DynamoDB), Object Store (S3), Kinesis (Kafka) equivalent services from other HCPs, Should also have exposure to multiple file formats (CSV/ Parquet/ORC etc.) Additional Skills: - Excellence in Software Design, Architecture principles and Software development Life Cycle Domain knowledge in Telecom BSS with strong focus on Billing/Charging Keen interest and familiarity in nurturing a product from feature ideation stage to successful mass implementation in customer deployment. - Must have good analytical skills - Experience of working in an Agile environment will be a plus Must be good in re-engineering aspects - Experience and knowledge of algorithms and data structures, OOAD, databases - Proactive, motivated, works well in team and should be a good communicator Good knowledge of Linux would be an added advantage Version control and GIT/Gerrit/Maven knowledge is added advantage - Ability and interest to work in new areas - Structured and meticulous in planning and problem solving - Open, flexible and adaptable in outlook and ways of working - Strong collaborative team building skills Strong networking skills - Exposure to multicultural experiences a definite advantage Core Competencies: - Product Development Knowledge - Product Life Cycle Management Knowledge - Business Understanding - Lean and Agile Knowledge and Skills - Working with People - Relating and Networking - Adapting and Responding to Change - Creating and Innovating - Delivering Results and Meeting Customer Expectations - Planning and Organizing Job responsibilities Job Responsibilities Primary Roles and Responsibility: Developing features for an industry-leading SaaS product using modern frontend technologies. Building and implementing top-notch user interfaces using JavaScript and the Angular framework. Working agile within a Scrum team to meet deadlines and produce high-quality features. Working in good collaboration with other teams to develop joint features together. Primary Skills (Must have): Front-End Development: Develop user interfaces for web applications using Angular 17+ and related web technologies (HTML5, CSS3, TypeScript). Should be strong in the Ngrx (redux) concepts and implementation. Should be strong in all angular components, lifecycle methods and very strong in the OOPS and design patterns. Experience with Unit testing and end-to-end testing frameworks (e.g Jasmine, Karma) Back-End development: Develop server-side logic using node.js for scalable web applications. Good handson in knex js Design and implement RESTful APIs Strong debugging skills and troubleshooting skills Strong in Rate Limiter implementation and node service deployment in any servers. Swagger file creation, postman collection creation. Should strong in any DB(Mysql, Postgres, MongoDB) Good to have: CI/CD knowledge. Code Optimization: Write clean, maintainable, and efficient code while following best practices and coding standards. Responsive Design: Ensure that web applications are fully responsive and provide an excellent user experience across various devices and screen sizes. Integration: Collaborate with back-end developers to integrate front-end components with server-side logic, APIs, and databases. UI/UX Design: Work closely with UI/UX designers to translate design concepts into functional and visually appealing web applications. Testing: Conduct thorough testing and debugging of web applications to ensure high-quality, bug-free software Experience with Unit testing and end-to-end testing frameworks (e.g Jasmine, Karma) Performance Optimization: Identify and address performance bottlenecks and optimize web applications for speed and efficiency. Version Control: Use version control systems (e.g., Git) to manage codebase and collaborate effectively with team members. Should be experienced in creating feature branches and merge request concepts. Good to know how to create feature tags and