Advanced Gen AI Developer - Python
Advanced Gen AI Developer - Python
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Job Description
Prompt Engineering:
o Design and write effective prompts for AI models to solve complex realworld problems.
o Refine and optimize prompts to improve output quality using LLMs (Large Language Models) like OpenAI and AWS Bedrock.
AWS Development & Essentials:
o Develop and deploy serverless applications using AWS Lambda manage permissions using AWS IAM and monitor using AWS CloudWatch.
o Utilize AWS S3 for scalable storage solutions and AWS SES for email services.
AWS Bedrock Integration:
o Create and manage Knowledge Bases in AWS Bedrock with expertise in agents and chunking strategies.
o Sync Bedrock Knowledge Base data sources with MongoDB Atlas Vector Search for efficient storage and retrieval of embeddings.
Database Management & Vector Search:
o Work extensively with MongoDB and MongoDB Atlas Vector Search to store and query vector embeddings.
o Develop and optimize data models and storage strategies for embedding queries in MongoDB Atlas.
Backend Development & Scripting:
o Write and maintain efficient scalable code using Python (preferred) or JavaScript for backend and serverless architecture.
o Implement logic to interact with external APIs process data and ensure seamless integration with AWS services.
Collaboration & Version Control:
o Use GitHub for version control collaboration and project management.
o Work closely with crossfunctional teams to develop and deploy solutions that leverage AI and cloud technologies.
Good to Have Skills:
o Experience with AWS ECS (Elastic Container Service) and AWS ECR (Elastic Container Registry) for managing containerized applications.
o Exposure to OpenAI LLM and AWS Bedrock for implementing AIdriven solutions.
Requirements
Prompt Engineering Expertise: Demonstrable experience in writing testing and optimizing prompts for AI/ML models.
AWS Proficiency:
o Expertise in AWS Lambda AWS CloudWatch AWS IAM AWS S3 and AWS SES.
o Experience with AWS Bedrock including knowledge base creation agents and chunking strategies.
MongoDB & Vector Search Expertise:
o Proficiency with MongoDB and MongoDB Atlas Vector Search.
o Experience storing embeddings in MongoDB Atlas and querying them effectively.
Programming Skills: Proficiency in Python (preferred) or JavaScript for backend development and automation.
Collaboration Tools: Strong experience with GitHub for version control and team collaboration.
Benefits
- Participate in several organization wide programs including a compulsory innovationbased Continuous improvement program providing you with platforms to showcase your talent.
- Insurance benefits for the self and the spouse including maternity benefits.
- Ability to work on many products as the organization is focused on working with several ISVs.
- Fortnightly sessions to understand the directions of each function and an opportunity to interact with the entire hierarchy of the organization.
- Celebrations are a common place physical or virtual. Participate in several games with your coworkers.
- Voice your opinions on topics other than your work Chimera Talks.
- Hybrid working models Remote office
Experienced in Apache JMeter tool covering the performance testing for both Web applications and APIs. Collaborate with the business or development team to identify the scope. Should have thorough understanding of business and the infrastructure. Preparing the performance test strategy. Experience in analysing the tool capabilities. Securing the performance test environment. Communicating with business/development teams regularly. Coordinating with performance testers and monitoring their progress. Reviewing the test scripts and the test execution results. Providing recommendations and presenting the report to the development/business team. One or more programming language, aligned with needs for performance tools. Understand application, technologies involved in application. Collect nonfunctional requirements (such as response time, throughput numbers, user load, etc.) through discussions with SMEs, business users. Analyse production/ application logs to understand usage pattern and derive nonfunctional requirements. Identify business-critical testable scenarios and derive workload model for same. Scripting Language: Java or Java script Please note the contract is for 2 to 3 months, and candidate has to travel to Singapore for few weeks.
Employment Type
Full Time
Company Industry
Key Skills
- APIs
- Docker
- Jenkins
- REST
- Python
- AWS
- NoSQL
- MySQL
- JavaScript
- Postgresql
- Django
- GIT
