Senior AI Engineer
Intellyk Inc.Contract
Required Skillset:
JavaPythonPandasScikit-learnScalaNeural NetworksSparkSupervised LearningUnsupervised LearningTransformersHugging Face TransformersTensorFlowNumPyPyTorchCNNsRNNsModel monitoringCI/CD for MLModel versioning
Job Description
Key Responsibilities
- Design and develop machine learning and deep learning models
- Build and deploy AI solutions in production environments
- Work on use cases like:
- NLP (chatbots, LLMs)
- Computer Vision
- Recommendation systems
- Predictive analytics
- Develop and optimize data pipelines for ML workflows
- Fine-tune and deploy Large Language Models (LLMs)
- Integrate AI models into applications via APIs
- Monitor model performance and improve accuracy over time
- Ensure scalability, security, and efficiency of AI systems
- Collaborate with data scientists, engineers, and product teams
- Mentor junior engineers and lead AI initiatives
Core Technical Skills
- Programming: Python (mandatory), Java/Scala (optional)
- Machine Learning & Deep Learning:
- Supervised/Unsupervised Learning
- Neural Networks, CNNs, RNNs, Transformers
- Frameworks & Libraries:
- TensorFlow, PyTorch, Scikit-learn
- NLP & LLMs:
- Hugging Face Transformers
- Prompt Engineering
- Fine-tuning & embeddings
- Data Engineering:
- Pandas, NumPy, Spark
- MLOps:
- CI/CD for ML
- Model versioning & monitoring
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