AI Data Scientist (3+)
Siemens | 8 days ago | Pune

Key Responsibilities:  

  • Develop and implement predictive models, machine learning algorithms, and AI solutions, and AI agents to solve business challenges.
  • Clean, preprocess, and analyze large-scale datasets (structured and unstructured) to extract meaningful patterns.
  • Implement reinforcement learning (RL), natural language processing (NLP), and multi-agent systems to solve complex industrial challenges.
  • Translate business requirements into modular, reusable AI agent architectures.
  • Build end-to-end AI agent pipelines, including data ingestion, model training, validation, and deployment in production environments.
  • Conduct testing and performance monitoring of AI agents to ensure scalability and reliability.
  • Collaborate closely with software engineers, product managers, and business stakeholders to integrate AI solutions into products and operations.
  • Document methodologies, findings, and model performance comprehensively to ensure reproducibility, transparency, and knowledge sharing across the organization.

Qualifications:

  • Strong statistical analysis and problem-solving skills.
  • Ability to translate business requirements into technical solutions.
  • Excellent communication and teamwork skills.
  • Strong understanding of multi-agent systems, decision optimization, and autonomous learning.
  • Ability to design scalable, fault-tolerant AI architectures.
  • Innately curious, highly adaptable, and possessing strong intellectual curiosity with a continuous learning mindset.
  • Proactive problem-solver with a knack for identifying opportunities to leverage data and AI for business value. 
  • Proven ability to present complex analytical findings clearly and concisely to both technical and non-technical stakeholders, utilizing data visualization tools.
  • Degree in Data Science, Computer Science, AI, or related field.
  • 3-5+ years of experience in AI/ML model development and deployment.
  • Proven expertise in RapidMiner and/or similar solutions for data preparation, modeling, and automation.
  • Proficiency in programming languages (Python, R, SQL).
  • Experience with big data tools (Snowflake, Spark, Hadoop).
  • Familiarity with agent-based modeling tools (e.g., LangChain, AutoGen, RLlib).
  • Practical experience with version control systems (e.g., Git) for collaborative code development and model management.
  • Experience with cloud platforms (e.g., AWS, Azure, GCP) for data storage, processing, and model deployment.
  • Demonstrated experience in deploying and managing machine learning models in production environments (MLOps). 
  • Preferred Qualifications: Experience with Mendix for low-code development and deploying AI-driven applications, Certification in RapidMiner or AI agent frameworks (e.g., Microsoft Autogen, Google Dialogflow), Background in industrial AI use cases (predictive maintenance, supply chain automation, digital twins).
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