BENGALURU · FULLTIME
Sr. Data Scientist
Veraxion
Bengaluru · onsite · Posted 27d ago
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Section · 01
About this role
We are looking for a highly skilled Senior Data Scientist / AI-ML Engineer with 5+ years of experience in designing and developing AI/ML models, advanced analytics, and data science solutions. The role involves hands-on work with Python, statistical modeling, exploratory data analysis, and cloud AI/ML technologies such as Azure Machine Learning and Databricks. The ideal candidate will have strong energy/oil and gas domain knowledge, the ability to translate complex data into actionable business insights, and experience collaborating with cross-functional teams to deliver scalable, high-quality solutions aligned with business goals.
Responsibilities:
- Design and develop AI/ML models to solve business challenges.
- Collaborate closely with technical managers, petro-technical professionals, and data engineers to integrate models into business workflows.
- Identify and frame opportunities to apply advanced analytics, modeling, and related technologies to improve decision-making, workflow, and automation.
- Communicate the value of proposed opportunities with team members and stakeholders.
- Identify required data and appropriate technology to solve business challenges.
- Clean data and develop, test, and refine models.
- Establish lifecycle management processes for models.
- Provide technical mentoring in modeling, analytics technologies, the modeling process, and consulting skills.
- Drive innovation in AI/ML to enhance data-driven decision-making capabilities.
- Align with the team on shared goals and outcomes, recognize others' contributions, and collaborate effectively while seeking diverse perspectives.
- Take actions to develop self and others beyond existing skill sets.
- Encourage innovative ideas and adapt to changing technologies.
- Communicate data, insights, and model behavior to stakeholders with varying levels of technical expertise.
Requirements:
- 5+ years of experience in designing and developing AI/ML models.
- Solid foundation in mathematics, probability, and statistics, with demonstrated depth in advanced analytics and data science methodologies, including supervised and unsupervised learning and model development.
- Proficiency in Python.
- Working knowledge of cloud AI/ML services, preferably Azure Machine Learning and Databricks.
- Domain knowledge relevant to the energy sector and working knowledge of the oil and gas value chain, including upstream, midstream, or downstream business workflows.
- Proven ability to frame data science opportunities, perform exploratory data analysis for data cleaning and discovery, visualize data, and identify actions needed to achieve results.
- Ability to quickly assess the current state and apply technical concepts across cross-functional business workflows.
- Experience driving successful execution, deliverables, and accountabilities to meet quality and schedule goals.
- Ability to translate complex data into actionable insights that drive business value.
- Demonstrated ability to build collaborative relationships across organizational levels, functions, and geographies.
- Demonstrated ability to adjust behavior based on feedback and provide feedback to others.
- Team-oriented mindset with effective communication skills and the ability to work collaboratively.
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Section · 02