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3 Days ago

Lead Software Engineer – Microservices & AI (Full Stack Development)

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Bangalore, Karnataka, India
Information Technology
Full-Time
Speed Engineering Solutions

Overview

Key Responsibilities:
  • Contribute to the development of microservices architecture, focusing on data ingestion, complex backend services, and high-velocity data applications.
  • Design and implement scalable backend services using AWS cloud technologies.
  • Develop, deploy, and optimize ChatGPT-based generative AI agents tailored for various applications including conversational interfaces, data analysis, and automation.
  • Microservices Architecture: Architect and implement microservices with independently deployable modules to ensure improved fault isolation, granular scalability, and facilitated continuous delivery.
  • Utilize Docker and Kubernetes for containerization and orchestration of microservices.
  • Implement API gateways and service meshes (e.g., Istio) for managing internal communication, load balancing, and security policies of microservices.
  • Data-Driven Solutions: Build sophisticated data analytics platforms capable of processing and analyzing large datasets in real-time.
  • Utilize streaming technologies like Apache Kafka or AWS Kinesis for real-time data ingestion and processing.
  • Implement ETL pipelines using AWS Glue, AWS Lambda, or similar technologies.
  • Collaborate: Work closely with cross-functional teams, including frontend developers, data scientists, and DevOps engineers, to deliver comprehensive solutions.
  • REST/GraphQL Services: Design and implement robust APIs using REST and GraphQL standards.
  • Implement GraphQL servers using Apollo or similar frameworks.
  • Utilize RESTful API principles for efficient and scalable endpoint design.
  • Database Management: Work with SQL and NoSQL databases to ensure efficient and secure data storage, retrieval, and analysis.
  • Design and optimize database schemas for performance and scalability.
  • Implement data caching strategies using Redis or Memcached.
  • Design Patterns and Best Practices: Uphold and advocate for software design patterns and coding standards to maintain high-quality codebases.
  • Implement patterns such as Singleton, Factory, Observer, Strategy, and Circuit Breaker to ensure code robustness and maintainability.
  • Project Versatility: Flexibly adapt to work on various projects as they arise, with current priorities on IoT, GenAI, and cloud data platforms.

Skills and Experience Required:
  • Experience: 5+ Years of experience as a Full Stack Engineer with significant experience in backend development using AWS, NodeJS, and Python.
  • Education: Bachelor’s or master’s degree in computer science engineering, or a related field.
  • Technical Skills:
  • AWS Services: EC2, Lambda, S3, CloudFormation, ECS, RDS, DynamoDB, and other core AWS services.
  • Programming Languages: Proficient in NodeJS, Python, and Django.
  • Microservices Architecture: Experience in designing and implementing microservices.
  • API Development: Strong understanding of REST and GraphQL APIs.
  • Database Proficiency: Experience with SQL (PostgreSQL, MySQL) and NoSQL (MongoDB, DynamoDB) databases.
  • Design Patterns: Familiarity with software design patterns and best practices.
  • Additional Competencies:
  • IoT Integration: Experience with IoT platforms, data ingestion techniques, and communication protocols (e.g., MQTT, AMQP).
  • GenAI: Experience with developing AI models, specifically ChatGPT or similar technologies.
  • Familiarity with OpenAI API and fine-tuning GPT models.
  • Experience in deploying and scaling AI models in production environments.
  • Data Analytics: Strong background in building and optimizing data analytics platforms.
  • Proficient with big data technologies (e.g., Hadoop, Spark) and BI tools (e.g., Tableau, PowerBI).
  • Collaboration: Strong communication skills and experience working in agile environments.
  • Adaptability: Ability to quickly learn new technologies and thrive in a fast-paced, dynamic environment.
  • Certifications: AWS Certified Solutions Architect, AWS Certified Developer, or similar certifications.
  • Experience with ML/AI: Knowledge or experience in machine learning and AI technologies beyond GenAI.
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