Specialist, Digital Emerging Technologies (Data Scientist / IOT)
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Key skills for this role
About the Role
ADNOC Group seeks a Specialist in Digital Emerging Technologies to develop AI and data science strategies for digital oilfields. You will design AI solutions, build predictive models, and mentor teams.
Key Skills for This Role
Responsibilities
- Develop and maintain ADNOC’s Offshore artificial intelligence strategy for core business and technical domains
- Work closely with discipline engineers to produce systems that utilize artificial intelligence
- Conduct brain storming sessions and technical workshops to identify opportunities for AI solutions
- Develop scalable tools leveraging deep learning models for voice recognition, NLP, and time series predictions
- Model complex problems using algorithms, statistical models, data mining and visualization techniques
- Design and launch innovative analytic models and lead development of big data capabilities
- Work with different data types to build, validate and maintain predictive models
- Provide guidance and mentor developers regarding data analytics
- Design and implement new tools and techniques to improve quality and efficiency of operational processes
Requirements
- Bachelor’s Degree in Engineering, Artificial Intelligence, Robotics, Petroleum or equivalent discipline
- Minimum 10 years of experience in large scale Data Science, Data Analytics and software development within the Oil & Gas industry
- Understanding of natural language processing, machine learning and artificial neural network
- Strong experience with machine learning APIs and computational packages (TensorFlow, Theano, PyTorch, Keras, Scikit Learn, NumPy, SciPy, Pandas, statsmodels)
- Knowledge of R, SQL and Python; familiarity with Scala, Java, C or C++, version control and Matlab is an asset
- Experience with data mining and visualization tools
- Experience with Big Data and familiar with frameworks (e.g. Hadoop and Spark)
- Excellent communication and presentation skills
- Proficient in English
Full Job Posting
JOB PURPOSE
- Develop and support implementation of strategies & plans for Digital Oilfields activities in line with Company’s objectives and priorities, to enhance oil recovery, achieve operational excellence and promote safer operations.
KEY ACCOUNTABILITIES
- Develop and maintain ADNOC’s Offshore artificial intelligence strategy for the core business and technical domains related to exploration, development and production.
- Develop and maintain ADNOC’s offshore artificial intelligence guidelines document.
- Work closely with discipline engineers and subject matter expertise to produce systems that utilize artificial intelligence.
- Conduct brain storming sessions and technical workshops to identify opportunities for AI tools.
- Conduct regular market surveys and be aware of technological advancements related to AI and data science.
- Develop scalable tools leveraging deep learning models to solve business problems in areas such as voice recognition, natural language processing and time series predictions.
- Model complex problems while realizing insights and identifying opportunities through algorithms, statistical models, data mining and visualization techniques.
- Design and launch innovative and complex analytic models and lead the development of big data capabilities.
- Work with different data types (sensors data, maintenance logs, datasheets, images, etc) to build, validate and maintain predictive models.
- Provide guidance and mentor developers regarding data analytics.
QUALIFICATIONS, EXPERIENCE, KNOWLEDGE & SKILLS
- Bachelor’s Degree in Engineering, Artificial Intelligence, Robotics, Petroleum or equivalent discipline.
- Understanding of natural language processing (NPL), machine learning (ML) and artificial neural network (ANN).
- Strong experience with machine learning APIs and computational packages (TensorFlow, Theano, PyTorch, Keras, Scikit Learn, NumPy, SciPy, Pandas, statsmodels).
- Knowledge of R, SQL and Python; familiarity with Scala, Java, C or C++, version control and Matlab is an asset.
- Minimum 10 years of experience in large scale Data Science, Data Analytics and software development within the Oil & Gas industry.
- Experience using and understanding business intelligence tools (e.g. Spotfire, Tableau).
- Experience with data mining and visualization tools.
- Experience with data preparation, model training, application classification, regression.
- Experience supervised and unsupervised in machine learning algorithms.
- Experience with Big Data and familiar with frameworks (e.g. Hadoop and Spark).
- Analytical mind, business insight and have strong math and statistics knowledge.
- Excellent communication and presentation skills.
Technical Competencies
- As per ADNOC standard competencies
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