Python AI/ML Developer

at Arcitech

Python AI/ML Developer

Arcitech

Company

Home

Python AI/ML Developer

at Arcitech

Posted by Arcitech HR Department

2 - 5 yrs

₹5L - ₹12L / yr

Navi Mumbai

Skills

Large Language Models (LLM)

Retrieval Augmented Generation (RAG)

PyTorch

Keras

pytest

WebSocket

SQL

TensorFlow

langraph

Python Developer - AI/MLYour Responsibilities

Develop, train, and optimize ML models using PyTorch, TensorFlow, and Keras.
Build end-to-end LLM and RAG pipelines using LangChain and LangGraph.
Work with LLM APIs (OpenAI, Anthropic Claude, Azure OpenAI) and implement prompt engineering strategies.
Utilize Hugging Face Transformers for model fine-tuning and deployment.
Integrate embedding models for semantic search and retrieval systems.
Work with transformer-based architectures (BERT, GPT, LLaMA, Mistral) for production use cases.
Implement LLM evaluation frameworks (RAGAS, LangSmith) and performance optimization.
Design and maintain Python microservices using FastAPI with REST/GraphQL APIs.
Implement real-time communication with FastAPI WebSockets.
Implement pgvector for embedding storage and similarity search with efficient indexing strategies.
Integrate vector databases (pgvector, Pinecone, Weaviate, FAISS, Milvus) for retrieval pipelines.
Containerize AI services with Docker and deploy on Kubernetes (EKS/GKE/AKS).
Configure AWS infrastructure (EC2, S3, RDS, SageMaker, Lambda, CloudWatch) for AI/ML workloads.
Version ML experiments using MLflow, Weights & Biases, or Neptune.
Deploy models using serving frameworks (TorchServe, BentoML, TensorFlow Serving).
Implement model monitoring, drift detection, and automated retraining pipelines.
Build CI/CD pipelines for automated testing and deployment with ≥80% test coverage (pytest).
Follow security best practices for AI systems (prompt injection prevention, data privacy, API key management).
Participate in code reviews, tech talks, and AI learning sessions.
Follow Agile/Scrum methodologies and Git best practices.

Required Qualifications

Bachelor's or Master's degree in Computer Science, AI/ML, or related field.
2–5 years of Python development experience (Python 3.9+) with strong AI/ML background.
Hands-on experience with LangChain and LangGraph for building LLM-powered workflows and RAG systems.
Deep learning experience with PyTorch or TensorFlow.
Experience with Hugging Face Transformers and model fine-tuning.
Proficiency with LLM APIs (OpenAI, Anthropic, Azure OpenAI) and prompt engineering.
Strong experience with FastAPI frameworks.
Proficiency in PostgreSQL with pgvector extension for embedding storage and similarity search.
Experience with vector databases (pgvector, Pinecone, Weaviate, FAISS, or Milvus).
Experience with model versioning tools (MLflow, Weights & Biases, or Neptune).
Hands-on with Docker, Kubernetes basics, and AWS cloud services.
Skilled in Git workflows, automated testing (pytest), and CI/CD practices.
Understanding of security principles for AI systems.
Excellent communication and analytical thinking.

Nice to Have

Experience with multiple vector databases (Pinecone, Weaviate, FAISS, Milvus).
Knowledge of advanced LLM fine-tuning (LoRA, QLoRA, PEFT) and RLHF.
Experience with model serving frameworks and distributed training.
Familiarity with workflow orchestration tools (Airflow, Prefect, Dagster).
Knowledge of quantization and model compression techniques.
Experience with infrastructure as code (Terraform, CloudFormation).
Familiarity with data versioning tools (DVC) and AutoML.
Experience with Streamlit or Gradio for ML demos.
Background in statistics, optimization, or applied mathematics.
Contributions to AI/ML or LangChain/LangGraph open-source projects.

Python Developer - AI/MLYour Responsibilities

Develop, train, and optimize ML models using PyTorch, TensorFlow, and Keras.
Build end-to-end LLM and RAG pipelines using LangChain and LangGraph.
Work with LLM APIs (OpenAI, Anthropic Claude, Azure OpenAI) and implement prompt engineering strategies.
Utilize Hugging Face Transformers for model fine-tuning and deployment.
Integrate embedding models for semantic search and retrieval systems.
Work with transformer-based architectures (BERT, GPT, LLaMA, Mistral) for production use cases.
Implement LLM evaluation frameworks (RAGAS, LangSmith) and performance optimization.
Design and maintain Python microservices using FastAPI with REST/GraphQL APIs.
Implement real-time communication with FastAPI WebSockets.
Implement pgvector for embedding storage and similarity search with efficient indexing strategies.
Integrate vector databases (pgvector, Pinecone, Weaviate, FAISS, Milvus) for retrieval pipelines.
Containerize AI services with Docker and deploy on Kubernetes (EKS/GKE/AKS).
Configure AWS infrastructure (EC2, S3, RDS, SageMaker, Lambda, CloudWatch) for AI/ML workloads.
Version ML experiments using MLflow, Weights & Biases, or Neptune.
Deploy models using serving frameworks (TorchServe, BentoML, TensorFlow Serving).
Implement model monitoring, drift detection, and automated retraining pipelines.
Build CI/CD pipelines for automated testing and deployment with ≥80% test coverage (pytest).
Follow security best practices for AI systems (prompt injection prevention, data privacy, API key management).
Participate in code reviews, tech talks, and AI learning sessions.
Follow Agile/Scrum methodologies and Git best practices.

Required Qualifications

Bachelor's or Master's degree in Computer Science, AI/ML, or related field.
2–5 years of Python development experience (Python 3.9+) with strong AI/ML background.
Hands-on experience with LangChain and LangGraph for building LLM-powered workflows and RAG systems.
Deep learning experience with PyTorch or TensorFlow.
Experience with Hugging Face Transformers and model fine-tuning.
Proficiency with LLM APIs (OpenAI, Anthropic, Azure OpenAI) and prompt engineering.
Strong experience with FastAPI frameworks.
Proficiency in PostgreSQL with pgvector extension for embedding storage and similarity search.
Experience with vector databases (pgvector, Pinecone, Weaviate, FAISS, or Milvus).
Experience with model versioning tools (MLflow, Weights & Biases, or Neptune).
Hands-on with Docker, Kubernetes basics, and AWS cloud services.
Skilled in Git workflows, automated testing (pytest), and CI/CD practices.
Understanding of security principles for AI systems.
Excellent communication and analytical thinking.

Nice to Have

Experience with multiple vector databases (Pinecone, Weaviate, FAISS, Milvus).
Knowledge of advanced LLM fine-tuning (LoRA, QLoRA, PEFT) and RLHF.
Experience with model serving frameworks and distributed training.
Familiarity with workflow orchestration tools (Airflow, Prefect, Dagster).
Knowledge of quantization and model compression techniques.
Experience with infrastructure as code (Terraform, CloudFormation).
Familiarity with data versioning tools (DVC) and AutoML.
Experience with Streamlit or Gradio for ML demos.
Background in statistics, optimization, or applied mathematics.
Contributions to AI/ML or LangChain/LangGraph open-source projects.

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About Arcitech

Founded :

2020

Type :

Products & Services

Size :

100-1000

Stage :

Profitable

About

The company is a team of experienced professionals dedicated to guiding businesses in establishing a profitable and appealing online presence. They offer services such as website development, mobile app development, e-commerce store, website design, software development, social media marketing, UI/UX design, SEO optimization, and tech support. They handle the project from creative ideation to execution, putting businesses in the digital realm. The company solves the problem of businesses struggling to establish an online presence and offers solutions to help them succeed in the digital space. They operate in various industries, including but not limited to, e-commerce, software, and technology.

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Defining best practices & standards for usage of libraries, frameworks and other tools being used;
Architecture, design, and implementation of software from development, delivery, and releases.
Breakdown complex requirements into independent architectural components, modules, tasks and strategies and collaborate with peer leadership through the full software development lifecycle to deliver top quality, on time and within budget.
Demonstrate excellent communications with stakeholders regarding delivery goals, objectives, deliverables, plans and status throughout the software development lifecycle.
Should be able to work with various stakeholders (Architects/Product Owners/Leadership) as well as team - Lead/ Principal/ Individual Contributor for Web UI/ Front End Development;
Should be able to work in an agile, dynamic team environment;

Senior .NET Cloud (Azure) Practitioner

Job Description Experience: 5-12 years (approx.)

Education: B-Tech/MCA

Mandatory Skills

Strong Restful API, Micro-services development experience using ASP.NET CORE Web APIs (C#);
Must have exceptionally good software design and programming skills in .Net Core (.NET 3.X, .NET 6) Platform, C#, ASP.net MVC, ASP.net Web API (RESTful), Entity Framework & LINQ
Good working knowledge on Azure Functions, Docker, and containers
Expertise in Microsoft Azure Platform - Azure Functions, Application Gateway, API Management, Redis Cache, App Services, Azure Kubernetes, CosmosDB, Azure Search, Azure Service Bus, Function Apps, Azure Storage Accounts, Azure KeyVault, Azure Log Analytics, Azure Active Directory, Application Insights, Azure SQL Database, Azure IoT, Azure Event Hubs, Azure Data Factory, Virtual Networks and networking.
Strong SQL Server expertise and familiarity with Azure Cosmos DB, Azure (Blob, Table, queue) storage, Azure SQL etc
Experienced in Test-Driven Development, unit testing libraries, testing frameworks.
Good knowledge of Object Oriented programming, including Design Patterns
Cloud Architecture - Technical knowledge and implementation experience using common cloud architecture, enabling components, and deployment platforms.
Excellent written and oral communication skills, along with the proven ability to work as a team with other disciplines outside of engineering are a must
Solid analytical, problem-solving and troubleshooting skills

Desirable Skills:

Certified Azure Solution Architect Expert

https://ind01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcloudacademy.com%2Flearning-paths%2Faz-900-exam-preparation-microsoft-azure-fundamentals-524%2F&;data=05%7C01%7C%7Ce2e481ab8ccc4c589ba408dad36c9f29%7Ce9cb3c8041564c39a7fe68fe427a3d46%7C1%7C0%7C638054760717910671%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=TmO1fonUFFgb8LzUJHbL8IyOdQeUKdw6xHMM2asosiw%3D&reserved=0" target="_blank">Microsoft Certified: Azure – Fundamentals Exam AZ-900
https://ind01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcloudacademy.com%2Flearning-paths%2Faz-104-exam-preparation-microsoft-azure-administrator-1-1332%2F&;data=05%7C01%7C%7Ce2e481ab8ccc4c589ba408dad36c9f29%7Ce9cb3c8041564c39a7fe68fe427a3d46%7C1%7C0%7C638054760718066923%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=EQPg%2FXxTdiYUCKCAvItXy6TY89udGTIehQ0m9irkGRk%3D&reserved=0" target="_blank">Microsoft Certified: Azure Administrator – Associate Exam AZ-104
https://ind01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcloudacademy.com%2Flearning-paths%2Faz-204-exam-preparation-developing-solutions-for-microsoft-azure-1208%2F&;data=05%7C01%7C%7Ce2e481ab8ccc4c589ba408dad36c9f29%7Ce9cb3c8041564c39a7fe68fe427a3d46%7C1%7C0%7C638054760718066923%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=%2BnosXa4TdBUG4jrqP%2B0%2FOikDbQMBNqzuDpvGoUk0IE8%3D&reserved=0" target="_blank">Microsoft Certified: Azure Developer – Associate Exam AZ-204
https://ind01.safelinks.protection.outlook.com/?url=https%3A%2F%2Facloudguru.com%2Fblog%2Fengineering%2Fwhich-azure-certification-is-right-for-me%23devops-engineer&;data=05%7C01%7C%7Ce2e481ab8ccc4c589ba408dad36c9f29%7Ce9cb3c8041564c39a7fe68fe427a3d46%7C1%7C0%7C638054760718066923%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=NZyP%2F3Euh1SkHfB7896ovm0HDt0vA8UgfHUvTBN4SPM%3D&reserved=0" target="_blank">Microsoft Certified: DevOps Engineer Expert (AZ-400)
https://ind01.safelinks.protection.outlook.com/?url=https%3A%2F%2Facloudguru.com%2Fblog%2Fengineering%2Fwhich-azure-certification-is-right-for-me%23solutions-architect&;data=05%7C01%7C%7Ce2e481ab8ccc4c589ba408dad36c9f29%7Ce9cb3c8041564c39a7fe68fe427a3d46%7C1%7C0%7C638054760718066923%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=0infaLzjjPThGGkzwu50jJXikppcC8trnsLGtAoB7S4%3D&reserved=0" target="_blank">Microsoft Certified: Azure Solutions Architect Expert (AZ-305)

Good understanding of software architecture, scalability, resilience, performance;
Working knowledge of automation tools such as Azure DevOps, Azure Pipeline or Jenkins or similar

Roles & Responsibilities

Defining best practices & standards for usage of libraries, frameworks and other tools being used;
Architecture, design, and implementation of software from development, delivery, and releases.
Breakdown complex requirements into independent architectural components, modules, tasks and strategies and collaborate with peer leadership through the full software development lifecycle to deliver top quality, on time and within budget.
Demonstrate excellent communications with stakeholders regarding delivery goals, objectives, deliverables, plans and status throughout the software development lifecycle.
Should be able to work with various stakeholders (Architects/Product Owners/Leadership) as well as team - Lead/ Principal/ Individual Contributor for Web UI/ Front End Development;
Should be able to work in an agile, dynamic team environment;