Data Science Lead (AI/ML Lead) -Tietoevry Create (m/f/d)

Навыки

• AI-инструменты в работе
• AWS
• Azure
• CSS
• Google Cloud
• HTML
• Keras

О компании и продукте

• Our commitment to openness, trust, and diversity is at the heart of our mission to create digital futures that benefit businesses, societies, and humanity

Задачи

• Job Description

Требования

• Exp: 8 to 12 years
• Looking for classic AL/ML lead with 8+ 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

Условия

• Location: Bangalore (Hybrid)
• At Tietoevry, we believe in the power of diversity, equity, and inclusion
• We encourage applicants of all backgrounds, genders (m/f/d), and walks of life to join our team, as we believe that this fosters an inspiring workplace and fuels innovation
• Diversity, equity and inclusion (tietoevry.com)

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