Machine Learning Engineer
5 days ago
About the Role
We are seeking an experienced Machine Learning Engineer to join our team at LTIMindtree. As a key member of our engineering team, you will be responsible for designing, developing, and deploying complex language model applications using LangChain's advanced features.
Responsibilities
- Develop and optimize prompts for specific tasks using prompt engineering techniques.
- Work with vector databases and embedding techniques to improve model performance.
- Design and deploy complex language model applications using LangChain's/llamaindex advanced features.
- Implement Agentic Workflow Frameworks for efficient task automation.
- Evaluate quantitative metrics of models, including context window and pricing.
- Select the most suitable model for a given GenAI problem statement.
- Analyze and utilize Knowledge Graphs for informed decision-making.
- Apply RAG contextualization for improved use case effectiveness.
- Fine-tune RAG metrics for optimal performance.
- Compare vector DBs and determine the best fit for the project.
- Compare LLM Models and select the most suitable option.
- Demonstrate basic understanding of GenAI ethics, including bias and misinformation.
- Mitigate bias in GenAI models through awareness and implementation of best practices.
- Understand and adhere to responsible data usage and privacy guidelines.
- Index code from other repositories within the Pair Programming Tool.
- Customize code output according to specific coding conventions and best practices.
- Add extensions to the Pair Programming tool, such as the Github Copilot Extension.
- Minimum 2+ years of relevant experience in GenAI.
Requirements
- Strong background in machine learning and artificial intelligence.
- Proficiency in programming languages, including Python and Java.
- Familiarity with vector databases and embedding techniques.
- Experience with LangChain's/llamaindex advanced features.
- Understanding of Agentic Workflow Frameworks.
- Knowledge of quantitative metrics for models.
- Ability to work effectively in a team environment.
What We Offer
- A competitive salary range: $150,000 - $200,000 per annum.
- A dynamic and collaborative work environment.
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