Location: Chennai
Experience: 3+ Years
Skill: Knowledge for Data Scientist
Key Duties & Accountabilities
- Partner with global operational teams and platform owners to help build a global data lake
- Lead master data cleansing and improvement efforts; including automated and cost-effective solutions for processing, cleansing, and verifying the integrity of data used for analysis
- Leverage agile methods to rapidly develop and iterate impactful operational analytics in PowerBI
- Partner with global operational teams to support Petrofac’s cultural shift of a metrics-based culture
- Research and develop statistical learning models for data analysis
- Collaborate with product management and engineering departments to understand company needs and devise possible solutions
- Implement new statistical or other mathematical methodologies as needed for specific models or analysis
- Optimise joint development efforts through appropriate database use and project design
- Pioneer OT and edge analytical capabilities on our remote oil field assets
- Enhancing data collection procedures to include information that is relevant for building analytic systems
- Partner with operational leaders and our customers to deliver value-added analytics tools which can be monetised or used to augment commercial offerings
Knowledge & Qualifications :
- Advanced studies in Data science, Computer Science, Statistics, Applied Maths or related field
- Solid (5+ years’) practical experience with SAS, ETL, SQL, data processing, database programming, NoSQL databases, such as MongoDB, Cassandra, HBase or data analytics
- Experience with programming languages such as Java/Python an asset
- Strong project management skills and the ability to balance multiple priorities without losing momentum
- Extensive background in data mining and statistical analysis
- Able to understand various data structures and common methods in data transformation
- Excellent pattern recognition and predictive modelling skills
- Experience building and maintaining data lakes: including ETL skills in Talend / Informatica or related middleware
- Strong focus on delivering outcomes our customers
- Demonstrable skills in business partnership and influencing skill
- Experience building or administering a global data lake
- Defining, implementing, and maintaining a global data strategy
- Experience building robust and impactful data visualisation solutions and gaining adoption
- Data management:modelling, normalisation, cleaning, and maintenance
- Experience with ETL tools
