Job Description :
Looking for a AI / ML architect with 8 -12 years of experience.
Core Skills :
- Hands-on experience in Machine Learning across both supervised and unsupervised techniques : Forecasting, Classification, Regression, Text Mining, NLP, Decision Trees, Adaptive Decision Algorithms, Random Forest, Search Algorithms, Gradient algorithms, etc.
- Exposure to pre-trained models, LLMs (Large Language Models), and GenAI technologies.
- Solid foundation in statistical techniques : ANOVA, Hypothesis Testing, Chi-Square tests.
- Experience managing ML model lifecycle end-to-end in production : from problem framing, data engineering, model development, training, deployment, and improvement of ML projects.
- MLOps, for monitoring and optimization.
- Have comprehensive experience in architecting, designing, and developing multiple ML production solutions.
- Min 5 successful AI / ML project deliveries with tangible business outcomes.
- Ability to analyze model performance and derive prescriptive ML or business actions from insights.
- Proficiency in Python and popular analytical libraries : Pandas, Scikit-learn, Seaborn, Matplotlib, NumPy, NLTK etc.
- Strong understanding of RDBMS technologies : MySQL, Oracle, MS SQL.
- Expert in NLP techniques.
- Experience working with AI cloud platforms (Google Cloud / AWS / Azure) is required.
- Familiarity with best practices for benchmarking, validation, and testing AI solutions for production.
- Expertise in optimizing AI / ML solutions for both accuracy and performance.
- Engage in pre-sales activities, including solutioning, scoping, estimation, and proposal development for AI / ML and GenAI projects.
- Providing consulting and advisory services to customer AI / ML.
Added Skills :
Practical knowledge of Neural Networks / Deep Learning frameworks like TensorFlow, Keras.Familiarity with HTML / CSS for creating simple web interfaces or dashboards.Expert in Azure and AWS AI Services.And open-source models, Hugging Face LLM.AWS AI Services : AWS Bedrock, Amazon SageMaker, AWS Textract.Azure AI Services : Azure AI Studio, Azure OpenAI, ML Studio, Cognitive Service, Azure Document Intelligence.Possess deep knowledge in Text Embedding and Vector databases (AI Search, Pinecone, Weaviate, etc.(ref : hirist.tech)