Data Scientists

JOB DESCRIPTION
Geolog Technologies is looking to add Data Scientists with experience in Machine Learning (“ML”) to their R&D team. Working in a multidisciplinary team, candidates will be involved in development and maintenance of ML models to support automation of critical business process and applications in the upstream sector of the Oil & Gas and Geothermal industries. A solution-oriented mindset is required to develop study-specific data processing algorithms aimed at solving concrete industrial challenges. Job mission: to transform intuitions into algorithms and procedures that will become solutions to tackle clients’ challenges.
ACTIVITIES

• Apply data workflow tasks as extraction, mining, preparation, quality control, KPI optimization, modelling, validation and business insight consideration
• Apply advanced analytics and ML techniques to multiple data sources
• Manage autonomously one or more research projects in parallel.
• Understand clients’ needs and develop solution-oriented proposals
• Interact and collaborate with people having different backgrounds, inside and outside the research team (chemists, geologists, sales, IT engineers, and software developers)

• Master Degree in Data Science, Computer Science, Geology, Physics, Mathematics, Engineering, Statistics or other computationally intense disciplines. PhD in Statistics, Computer Science or Mathematics is a plus
• 3+ years of experience in a data science / data analysis position
• Excellent knowledge of Data Exploration. Fluent in data wrangling and preparation: exploratory analysis, profiling & cleansing, feature selection, feature engineering, segmentation, clustering and PCA
• Excellent knowledge of Data Analysis, AI, ML and Database & SQL
• Excellent understanding of Python development with ML and Deep Learning toolkits. Knowledge of other programming languages (eg R, Matlab) is a plus
• Demonstrable track record of dealing well with ambiguity, prioritizing needs, and delivering results in a dynamic environment
• High attention to detail, strong verbal and written communication skills
• Ability to adapt to dynamic, ever-changing environment
• Commitment for timely delivery
• Solution-oriented and able to work in a multidisciplinary team
• Fluent in English, both written and oral