Data Engineer

PipeCare Group is looking for an experienced Data Engineer to join our team in Jordan.
By providing technology and service focused solutions to the international arena of the oil and gas industry, the PipeCare Group of companies has been helping our customers ensure the integrity of their pipeline and facility assets for over 20 years.
Industry/sector: Oil & Gas / In Line Inspection services.
The Data Engineer is responsible for executing the key stages of the machine learning production cycle, with a focus on data collection, training, and testing. This role ensures high-quality input for model development, prevents data contamination, and supports accurate model evaluation.
Key Responsibilities & Authorities

• Collect data from internal systems, cherry-pick the most relevant samples for Machine Learning training.
•  Prevent any data contamination, duplication, or leakage across train/test/validation sets.
•  Conduct the training stage, adjusting hyperparameters for optimized model performance.
•  Execute the model testing phase and analyze test results for validity and generalization.
•  Collaborate with Software Development and AI teams to suggest improvements in model architecture and data representation.
•  Document all model versions and maintain version history with detailed performance notes.
•  Support model deployment and integration with internal tools, if required.
• Assist in automating and maintaining the training pipeline where needed.
• Support other Machine Learning lifecycle phases including data preparation, monitoring, and re-training.

Skills/Experience

• Bachelor's or Master's degree in Computer Science, Data Science, or a related technical field.
• Minimum 1 year of experience, preferrable within Data Engineer role.
• Hands-on experience with training and testing Machine Learning models.
• Good understanding of data preparation, dataset balancing, and contamination risks.
• Strong data handling and scripting skills (e.g., Python, pandas, NumPy).

Physical and Mental Requirements:

• Lifting and Carrying: Ability to lift and carry up to 50 pounds.
• Mobility: Must be able to walk and climb to perform duties, including maneuvering within a refinery or plant environment and accessing elevated platforms via ladders and stairwells.
• Communication: Sufficient clarity of speech and hearing, or other communication capabilities, to communicate effectively.
• Focus and Multitasking: Ability to maintain focus and multitask effectively.
• Safety Equipment: Must be able to wear safety equipment as required by the safety department for personal protection, if/where needed in manufacturing environments.
• Personal Mobility and Reflexes: Sufficient personal mobility and physical reflexes, with or without reasonable accommodations, to perform office duties and travel to off-site locations when necessary.

About PIPECARE Group:

PIPECARE Group offers comprehensive In-Line Inspection Services to identify and size pipeline threats, Utilizing advanced technologies such as Magnetic Flux Leakage, Transverse Field Inspection, Ultrasound, and specialized tools, PIPECARE ensures precise detection and assessment of various pipeline anomalies.

What we do:

In-Line Inspection Services

PIPECARE provides In-Line Inspection Services to locate, identify, and size threats, supporting integrity management requirements.

Check out our AI Technology and other cutting-edge technologies by clicking the following YouTube Links:

PIPECARE Group - YouTube

SMART AI CALIPER - Inspection experience like never before

Inspection Technologies

Magnetic Flux Leakage (MFL): Detects and sizes general corrosion and metal loss anomalies, especially circumferentially oriented.

Transverse Field Inspection (TFI): Detects and sizes general corrosion and metal loss anomalies, primarily axially oriented.

Ultrasound (UT): Detects and sizes general and other metal loss anomalies with high depth sizing accuracy.

Ultrasonic Crack Detection: Detects and sizes cracks and colonies of cracks.

Caliper (Geometry): Detects and sizes deviations in the ideal circular shape of a pipeline (dents, ovalities, wrinkles, etc.).

Specialized Tools and Technologies

Combo Tools: Use multiple measurement systems in various combinations.

Specialized Tubing Technologies: Designed for Furnace and Downhole Operations.

Equal Opportunity Employer: We are an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity or expression, pregnancy, age, national origin, disability status, genetic information, protected veteran status, or any other characteristic protected by law.

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