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AI/ML Engineer

1 month ago

Chennai, India DIATOZ Solutions Private Limited Full time

Job Description :

We Seek A Talented And Experienced AI/ML Engineer With 3+ Years Of Experience To Join Our Team.

You Will Have The Opportunity To Work On Real-Time Cutting-Edge Operational Analytics Projects In The Construction Domain.

This Role Involves Leading A Team Of AI/ML Engineers, Developing Business-Ready Solutions, And Innovating With The Latest AI/ML Techniques.

Key Responsibilities :

Team Leadership :

- Lead And Mentor A Team Of AI/ML Engineers, Ensuring Successful Project Delivery And Fostering A Collaborative Environment.

Data Analysis & Pooling :

- Extract And Analyze Data From SQL Servers And Cloud-Based Distributed Systems Using SQL, Python, Or R.

- Develop And Maintain Data Pipelines To Ensure Efficient Data Flow And Processing.

Solution Development :

- Create Business-Ready Solutions Using React, Angular, Python, And Flask.

- Conceptualize And Develop Microservices-Based Architecture For Scalable Solutions.

- Develop MLOps/AIOps Pipelines To Streamline AI/ML Workflows.

AI/ML Techniques :

- Implement And Innovate Using The Latest Retrieval-Augmented Generation (RAG), Advanced RAG, Prompting, Advanced Prompting Techniques, And Chain Of Thought Prompting.

- Utilize Generative AI, LoRA, And Related Technologies To Build Advanced AI Solutions.

- Create EAI/GenAI Platform Architecture To Support Various AI Applications.

Model Development & Deployment :

- Build Large Language Model (LLM) Applications Using Frameworks Like LlamaIndex And Langchain.

- Deploy Machine Learning Models Using Cloud Platforms Such As Azure, GCP, Or AWS, And Utilize Their ML APIs For Vision/Audio-Based Analytics.

- Write Python Code For A Wide Array Of Data Science Tasks, Including Regression Analysis, Principal Component Analysis (PCA), And Time Series Analysis.

Innovation & Research :

- Continuously Innovate On Algorithms By Staying Up-To-Date With And Implementing Cutting-Edge Research Papers.

- Develop Quick Proof-Of-Concepts To Demonstrate The Feasibility And Effectiveness Of Proposed Solutions.

Required Skills And Qualifications :

Technical Skills :

- Proficiency In SQL, Python, And R For Data Analysis And Manipulation.

- Strong Experience With Front-End Frameworks Such As Angular Or React.

- In-Depth Knowledge Of AI/ML Algorithms And Their Implementation.

- Experience With Cloud Platforms Such As Azure, GCP, Or AWS, And Their ML APIs.

- Familiarity With Kubernetes For Model Deployment And Management.

- Knowledge Of Retrieval-Augmented Generation (RAG), Advanced RAG, Prompting, Advanced Prompting Techniques, And Chain Of Thought Prompting.

- Experience With Generative AI, LoRA, And Related Technologies.

- Ability To Build LLM Applications Using Frameworks Like LlamaIndex And Langchain.

Analytical Skills :

- Strong Analytical And Problem-Solving Skills, With The Ability To Perform Complex Data Analysis Tasks.

- Ability To Innovate On Existing Algorithms By Staying Up-To-Date With The Latest Research.

Leadership Skills :

- Proven Ability To Lead And Mentor A Team Of AI/ML Engineers.

- Excellent Communication And Interpersonal Skills, With The Ability To Convey Complex Technical Concepts To Non-Technical Stakeholders.

Soft Skills :

- Ability To Work Independently And As Part Of A Team, With Minimal Supervision.

- Strong Organizational Skills, With The Ability To Manage Multiple Tasks And Projects Simultaneously

(ref:hirist.tech)