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Tietoevry - Artificial Intelligence / Machine Learning Engineer Architect

Tietoevry - Artificial Intelligence / Machine Learning Engineer Architect

TIETOEVRY INDIA PRIVATE LIMITEDBangalore
30+ days ago
Job description

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)

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