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Ecolab

Senior Data Scientist

Reposted 17 Days Ago
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In-Office
Bangalore, Bengaluru Urban, Karnataka
Senior level
In-Office
Bangalore, Bengaluru Urban, Karnataka
Senior level
The job involves designing complex data science projects, mentoring junior scientists, developing advanced predictive models, and managing data pipelines, while ensuring high-quality results and collaboration with stakeholders.
The summary above was generated by AI

KEY RESPONSIBILITIES 

Efficient & Reliable Independent Contributor 

  • Independently design and implement complex data science projects, from initial concept through final deployment. 

  • Solve critical business problems with minimal oversight, ensuring the delivery of high-quality, impactful solutions. 

  • Proactively identify and address potential issues or opportunities for improvement in existing models and processes. 

Leadership and Mentorship 

  • Mentor and provide technical guidance to junior data scientists and team members. 

  • Foster a culture of continuous learning and improvement within the team. 

Advanced Model Development and Generative AI 

  • Lead the design, development, and deployment of advanced predictive models, LLMs, and machine learning solutions. 

  • Ensure the scalability, reliability, and performance of data science solutions, implementing MLOps, and LLMOps, best practices. 

Strategic Collaboration 

  • Collaborate with business stakeholders to identify and prioritize opportunities for leveraging data to drive strategic business solutions. 

  • Communicate complex analytical concepts and findings to non-technical stakeholders, influencing decision-making at the highest levels. 

Research and Innovation 

  • Conduct in-depth research and analysis to develop innovative data science solutions that address complex business problems. 

  • Drive the adoption of cutting-edge techniques and best practices in data science, machine learning, and AI across the organization. 

Data Pipeline Management 

  • Oversee the end-to-end data pipeline, from data collection and processing to model deployment, monitoring, and optimization. 

  • Implement robust validation and monitoring processes to ensure data quality and integrity. 

Thought Leadership 

  • Stay abreast of the latest trends and advancements in the field of data science. 

  • Actively contribute to the organization's thought leadership through publications, presentations, and participation in industry events. 

 

QUALIFICATIONS 

  • Bachelor’s, Master’s or Ph.D. in Data Science, Computer Science, Statistics, Mathematics, or a related field. 

  • 8+ years of experience in data science or a related field, with a proven track record of leading and delivering high-impact projects. 

  • Deep expertise in advanced machine learning techniques, statistical modeling, and AI. 

  • Strong proficiency in programming languages such as Python, with extensive experience in machine learning libraries and frameworks (e.g., scikit-learn, TensorFlow, PyTorch). 

  • Advanced skills in SQL and experience with big data technologies. 

  • Proven experience with MLOps practices and tools for model deployment, monitoring, and optimization. 

  • Exceptional problem-solving skills and a strategic mindset, with the ability to tackle complex data challenges. 

  • Strong leadership and mentorship abilities, with experience guiding and developing junior team members. 

  • Outstanding communication skills, both written and verbal, with the ability to effectively convey complex technical concepts to diverse audiences. 

Top Skills

Llmops
Mlops
Python
PyTorch
Scikit-Learn
SQL
TensorFlow

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