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AI/ML Engineer

innovitusa

We are seeking a talented AI/ML Engineer to design, develop, deploy, and optimize machine learning and AI solutions that solve real-world business problems. The ideal candidate will work with data scientists, software engineers, and product teams to build scalable ML models, production-grade AI systems, and intelligent applications using modern machine learning frameworks and cloud technologies.

Key Responsibilities

  • Design, develop, and deploy machine learning and deep learning models.

  • Build end-to-end ML pipelines for data preprocessing, training, evaluation, and deployment.

  • Develop AI-powered applications using NLP, computer vision, recommendation systems, or predictive analytics.

  • Optimize model performance, scalability, and inference latency.

  • Implement MLOps practices for model versioning, monitoring, and automated deployment.

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

  • Work with structured and unstructured data from multiple sources.

  • Deploy models to cloud platforms and production environments.

  • Monitor model drift, accuracy, and system performance.

  • Stay current with advancements in AI, machine learning, and generative AI technologies.

Required Skills

Programming

  • Python

  • SQL

  • Git

Machine Learning

  • Supervised & Unsupervised Learning

  • Classification & Regression

  • Clustering

  • Feature Engineering

  • Model Evaluation & Validation

Deep Learning

  • TensorFlow

  • PyTorch

  • Keras

  • Neural Networks

  • CNNs

  • RNNs/LSTMs

  • Transformers

Data Processing

  • Pandas

  • NumPy

  • Scikit-learn

  • Data Cleaning & Preprocessing

  • ETL Pipelines

Cloud & MLOps

  • AWS / Azure / Google Cloud

  • Docker

  • Kubernetes

  • MLflow

  • Airflow

  • CI/CD Pipelines

  • Model Deployment & Monitoring

AI Technologies

  • Natural Language Processing (NLP)

  • Large Language Models (LLMs)

  • Retrieval-Augmented Generation (RAG)

  • Prompt Engineering

  • Vector Databases (Pinecone, FAISS, Chroma, etc.)

  • OpenAI / Anthropic / Hugging Face APIs

Preferred Qualifications

  • Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, Mathematics, Statistics, or a related field.

  • 8+ years of experience in AI/ML engineering or machine learning development.

  • Experience deploying ML models into production environments.

  • Strong understanding of algorithms, data structures, and software engineering principles.

  • Experience working in Agile/Scrum environments.

Vacancy posted 15 hours ago
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