Senior Data Scientist
نُشرت في :
19-02-2024
صاحب العمل نشط
1 وظيفة شاغرة
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حالة تأهب وظيفة
سيتم تحديثك بأحدث تنبيهات الوظائف عبر البريد الإلكترونيValid email field required
أرسل الوظائف
حالة تأهب وظيفة
سيتم تحديثك بأحدث تنبيهات الوظائف عبر البريد الإلكترونيValid email field required
أرسل الوظائف
الوصف الوظيفي
رقم الوظيفة : 2544531
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About the job
99brightminds is seeking to hire a Senior Data Scientist (Signal Processing) to work onsite with one of our big international clients in Abu Dhabi.
Responsibilities
- Develop next generation AI-enabled software products for oil & gas industry;
- Formalize Oil & Gas problems into AI problems;
- Translate business objectives into actionable analyses and insights;
- Contribute to the solution design, in collaboration with other data scientists, engineers and SMEs;
- Data preparation: Extract, clean, audit and preprocess data for analysis;
- Data QC: Analyze quality of data produced and proactively develop solutions to data quality issues;
- Contribute to the creation of large-scale labeled databases leveraging our annotation team;
- Develop data-driven algorithms and prototypes for regression, classification, segmentation, anomalydetection, failure prediction and optimization;
- Evaluate proposed AI solutions with respect to the project objectives;
- Keep up to date with the latest technology trends;
- Apply state-of-the-art AI techniques to improve existing solutions;
- Deploy and maintain AI models in production;
- Help prepare and visualize interim and final results of analyses;
- Communicate ideas, plans, and results, effectively via oral presentations and written reports.
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Requirements – Experience
- At least 4 years of experience demonstrating depth and breadth in signal processing and time-series analysis with state-of-the-art machine-learning, deep-learning, or other AI technologies;
- Demonstrated experience in developing core AI algorithms in industry, industrial AI or for real-world AIproblems;
- Demonstrated relevant experience in implementing robust and scalable industrial AI solutions;
- Experience in the oil & gas exploration & production company or oil field services company is a plus.
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Requirements – Key Skills
- Strong background in applied mathematics, algorithms and coding;
- Proficient in machine-learning and/or deep-learning;
- Strong background in AI application to signal-processing problems;
- Proficient in Python development language, Pytorch deep-learning framework and all popular machine-learning libraries (e.g., Scikit-learn);
- Theoretical and practical knowledge of popular machine-learning algorithms (PCA, Support Vector Machines, RandomForest, XGBoost, etc.) or deep-learning networks (RNNs, LSTMs, CNNs, shallow networks, GANs, Transformers, etc.);
- Hands-on with useful development tools (PyCharm, Jupyter, Git, Docker, etc);
- Ability to build AI models and to find impactful and actionable recommendations based on the model;
- Excellent communication, verbal and written skills.
- Ability to manage ambiguity, take initiative, and hit the ground running.
- Results-driven and proactive personality;
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Educational Requirements
• Master’s degree or or Ph.D. in Computer Science, Applied Mathematics, Statistics, or any AI-related field;
نوع التوظيف
دوام كامل
القسم / المجال المهني
المهارات المطلوبة
الإبلاغ عن هذه الوظيفة
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