Ai/ml engineer

1 month ago

Ibrahim Bagh Lines, India Wipro Full time
Role - AI/ML Engineer Experience - 6-12 Years of Experience Job Location - Hyderabad / Pune/Kolkata / Bengaluru/Chennai Mandatory Skills AI/ML, DL, NLP, Gen AI, Python, Tensorflow, Pytorch, Django, LLM, RAG, REST APIPreferred Skills API Gateways WSO2/KONG/nginx, Apache HTTP Server, Azure Dev Ops, Ansible, Jenkins, ML Ops Job Description / Roles & Responsibilities (in Detail)
- Looking for a good Python Developer with Knowledge of Machine learning and deep learning framework.
- Your primary focus will be working the Product and Usecase delivery team to do various prompting for different Gen-AI use cases
- You will be responsible for prompting and building use case Pipelines
- Perform the Evaluation of all the Gen-AI features and Usecase pipeline
- Strong proficiency with Python, DJANGO framework and REGEX
- Good understanding of Machine learning framework Pytorch and Tensorflow
- Knowledge of Generative AI and RAG Pipeline
- Good in microservice design pattern and developing scalable application.
- Ability to build and consume REST API
- Fine tune and perform code optimization for better performance.
- Strong understanding on OOP and design thinking
- Understanding the nature of asynchronous programming and its quirks and workarounds
- Good understanding of server-side templating languages
- Understanding accessibility and security compliance, user authentication and authorization between multiple systems, servers, and environments
- Integration of APIs, multiple data sources and databases into one system
- Good knowledge in API Gateways and proxies, such as WSO2, KONG, nginx, Apache HTTP Server.
- Understanding fundamental design principles behind a scalable and distributed application
- Creating and managing database schemas that represent and support business processes, Hands-on experience in any SQL queries and Database server wrt managing deployment.
- Implementing automated testing platforms, unit tests, and CICD Pipeline
- Proficient understanding of code versioning tools, such as Git Hub, Bitbucket, ADO
- Understanding of container platform, such as Docker
- Good working knowledge on Microservices architecture, behaviour, dependencies, scalability etc.
- Experience in deploying on Cloud platform like Azure or AWS
- Familiar and working experience with Dev Ops tools like Azure DEVOPS, Ansible, Jenkins, Terraform
- Take care of entire prompt life cycle like prompt design, prompt template creation, prompt tuning/optimization for various Gen-AI base models
- Design and develop prompts suiting project needs
- Lead and manage team of prompt engineers
- Stakeholder management across business and domains as required for the projects
- Evaluating base models and benchmarking performance
- Implement prompt gaurdrails to prevent attacks like prompt injection, jail braking and prompt leaking
- Develop, deploy and maintain auto prompt solutions
- Design and implement minimum design standards for every use case involving prompt engineering"

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