Advanced Software Engr

Responsibilities

*Key Responsibilities*

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Design, develop, train, evaluate, and deploy machine learning and deep learning models.

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Develop and optimize Generative AI applications using Large Language Models (GPT, Llama, Claude, Mistral, etc.).

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Build Retrieval-Augmented Generation (RAG) solutions using vector databases.

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Fine-tune foundation models and implement prompt engineering strategies.

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Create scalable AI pipelines for data ingestion, feature engineering, model training, and inference.

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Develop AI-powered applications, chatbots, recommendation engines, and predictive analytics solutions.

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Implement MLOps practices including automated training, deployment, monitoring, and retraining.

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Work with cross-functional teams to translate business requirements into AI solutions.

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Optimize model performance, latency, accuracy, and cost efficiency.

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Ensure AI governance, model explainability, privacy, and responsible AI practices.

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Stay current with emerging AI technologies and recommend innovations.

Qualifications

*Required Skills & Qualifications*

Technical Skills

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Machine Learning & AI

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Generative AI

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Strong understanding of: Supervised and Unsupervised Learning, Regression and Classification, Clustering, Recommendation Systems, Time-Series Forecasting, Reinforcement Learning, Deep Learning

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Experience with: LLMs (GPT, Llama, Gemini, Claude, Mistral), RAG architectures, Prompt Engineering, Fine-tuning and PEFT techniques,  LangChain / LangGraph, Semantic Kernel, AI Agents and Multi-Agent Systems

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Programming

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Expert-level Python development

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Strong knowledge of: NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch

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MLOps & Deployment: Docker, Kubernetes, MLflow, CI/CD pipelines, Model Monitoring, Azure ML / AWS SageMaker / Vertex AI

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Data Technologies: SQL, Spark/PySpark, Data Engineering concepts, ETL pipelines, Feature Stores

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Vector Databases: Pinecone, ChromaDB, Weaviate, Azure AI Search, FAISS

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Cloud Platforms

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Experience in at least one:

Microsoft Azure AI Services

Azure OpenAI

AWS AI/ML Services

Google Vertex AI