Tietoevry - Artificial Intelligence/Machine Learning Engineer Architect

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.