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Machine Learning Petroleum Engineer Jobs in Alaska

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Machine Learning Petroleum Engineer information

How does a machine learning petroleum engineer typically collaborate with geoscientists and drilling teams to optimize oil and gas production?

A Machine Learning Petroleum Engineer works closely with geoscientists and drilling teams by integrating data-driven models into exploration and production workflows. They analyze geological, seismic, and operational data to develop predictive algorithms that identify optimal drilling locations, forecast reservoir performance, and improve recovery rates. Regular collaboration involves translating complex data insights into actionable recommendations that guide drilling strategies and inform real-time decisions, ensuring all teams are aligned to maximize efficiency and safety. This multidisciplinary approach fosters continuous learning and innovation across teams.

What is the difference between Machine Learning Petroleum Engineer vs Reservoir Engineer?

AspectMachine Learning Petroleum EngineerReservoir Engineer
Required CredentialsBachelor's/Master's in Petroleum Engineering, Data Science, or related fields; knowledge of machine learningBachelor's/Master's in Petroleum Engineering or Geosciences; strong understanding of reservoir simulation
Work EnvironmentData analysis, modeling, software development in oil & gas companiesReservoir modeling, field development planning in oil & gas operations
Industry UsageApplying machine learning to optimize extraction, predict reservoir behaviorEstimating reservoir properties, managing production strategies

The Machine Learning Petroleum Engineer focuses on integrating data science and machine learning techniques to optimize oil extraction processes, while the Reservoir Engineer specializes in modeling and managing subsurface reservoirs to maximize recovery. Both roles are vital in the oil & gas industry but differ in their core skills and daily tasks.

What is a machine learning petroleum engineer?

A Machine Learning Petroleum Engineer is a specialist who combines expertise in petroleum engineering with machine learning and data science techniques. They use advanced algorithms and data analytics to optimize oil and gas exploration, drilling, production, and reservoir management. Their work helps improve decision-making, reduce operational costs, and increase efficiency by analyzing large datasets from various sources such as sensors, seismic data, and production logs. These professionals often work closely with geoscientists, data engineers, and other stakeholders in the energy sector.

What are the key skills and qualifications needed to thrive as a machine learning petroleum engineer?

To thrive as a Machine Learning Petroleum Engineer, you need a strong background in petroleum engineering, programming (such as Python or R), and applied machine learning, usually supported by a relevant engineering degree. Familiarity with data analysis platforms, machine learning frameworks (like TensorFlow or Scikit-learn), and petroleum industry software (such as Petrel or Eclipse) is essential. Strong analytical thinking, problem-solving abilities, and effective communication are crucial soft skills for integrating technical insights with business goals. These competencies enable the effective application of data-driven solutions to optimize exploration, production, and operational efficiency in the energy sector.

What are popular job titles related to Machine Learning Petroleum Engineer jobs in Alaska?

For Machine Learning Petroleum Engineer jobs in Alaska, the most frequently searched job titles are:

What job categories do people searching Machine Learning Petroleum Engineer jobs in Alaska look for?

The top searched job categories for Machine Learning Petroleum Engineer jobs in Alaska are:

What cities in Alaska are hiring for Machine Learning Petroleum Engineer jobs?

Cities in Alaska with the most Machine Learning Petroleum Engineer job openings:

Infographic showing various Machine Learning Petroleum Engineer job openings in Alaska as of August 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution.

Carpenter Housing Maintenance

Silver Bay Seafoods LLC

False Pass, AK • On-site

$21.75 - $29.50/hr

Full-time

Medical, Dental, Vision, Life

Re-posted 14 days ago


Job description

As the Carpenter, you will be a vital member at one of our Alaskan processing facilities that will assist in all aspects of the construction, maintenance and repair of the production facility, office buildings, housing and production equipment in all other locations of the plant. As a Carpenter, you must be skilled in reading blueprints, estimating materials, and following building codes.
Essential Functions/Qualifications
The responsibilities of the position include the following:
  • Install, maintain and repair facility wall and ceiling systems.
  • Set up and operate wood working tools and all common hand tools to cut, form, and finish material for the construction or demolition of an assigned project.
  • Install wood or metal parts and repair or refinish walls or structures.
  • Install glass or replace broken glass, dismantle roofing or window siding.
  • Prepares scaffolding as needed to complete projects safely.
  • Touch-up or do incidental painting after structure repairs.
  • Ability to operate various types of lift equipment such as forklift and other driven machinery.
  • Able to implement safe work procedures.
  • Other duties as assigned to ensure the facility and organization is fully supported and successful.

Competencies
To perform the job successfully, an individual should demonstrate the following functional and interpersonal competencies:
Functional
  • Carpentry Skills: Proficiency in basic carpentry skills, such as measuring, cutting, and joining wood.
  • Equipment Usage: Ability to use various carpentry tools and equipment safely and efficiently. To include but not limited to pipe or tube cutters, hammers, punches, measuring devices, wrenches, screwdrivers, sockets, ratchets, grinders, pry bars, power saws, pullers, measuring devices and chisels.
  • Blueprint Reading: Skill in reading and understanding blueprints and construction plans.
  • Safety Protocols: Knowledge of safety regulations and procedures in a manufacturing environment.
  • Problem-Solving: Ability to identify and resolve carpentry-related problems.
  • Quality Control: Attention to detail to ensure the quality of carpentry work.

Interpersonal
  • Teamwork: Ability to collaborate effectively with other team members, including engineers, and production staff.
  • Communication: Strong communication skills to interact with colleagues, supervisors, and management.
  • Adaptability: Flexibility to adapt to changing work conditions and priorities.
  • Reliability: Dependability and trustworthiness in fulfilling job responsibilities.
  • Problem-Solving: Ability to work collaboratively with others to solve problems and overcome challenges.
  • Learning Orientation: A willingness to learn new skills and techniques.

Education and Experience
  • High School Diploma/GED or equivalent.
  • Basic carpentry with some mechanical experience preferred.
  • Knowledge of general tools and functional handyman repairs

Work Environment and Schedule
While performing your duties as the Carpenter, you will be regularly exposed to wet and/or humid conditions and moving mechanical parts. You will also be occasionally exposed to outside weather conditions and is frequently exposed to high, precarious places; fumes or airborne particles; toxic or caustic chemicals; risk of electrical shock and vibration. The noise level in the work environment is loud. Position requires onsite presence at one of our Alaska processing facilities, and the ability to travel, including at times to remote locations.
Physical Demands
In performing your position as the Carpenter, you must be able to stand, walk, sit, use hands to finger, handle, or feed; reach with hands and arms and talk or hear. Must be able to do frequent walk, climb or balance and stoop, kneel, crouch, or crawl. Can lift and /or move up to 10 pounds, frequently lift and/or move up to 25 pounds and occasionally lift and/or move up to 70 pounds. Specific vision abilities required by this job include close vision, distance vision, color vision, peripheral vision, depth perception and ability to adjust focus.
Mental Activities
The employee is frequently required to set an example by consistently modeling ambitious standards of honesty and integrity. Presentation and sharing of information should be handled directly, appropriately, and helpfully. Maintains a reputation for honesty, confidentiality, reliability, and fairness. Is willing to admit mistakes and does not misrepresent him/herself for personal gain. Performs work with energy and drive; values planning, but will take quick, decisive action when an opportunity presents itself
Silver Bay Perks
Benefits and Perks listed below may vary depending on the nature of your employment with Silver Bay and the state where you work.
  • Health Insurance: Seasonal Employees, as well as their families, are eligible for health benefits that include medical, dental and vision benefits once the employee meets the required 1560 hours worked to become benefit eligible. Employees are also eligible to receive basic life insurance.
  • Employee Assistance Program: Available for employees and their families.
  • Other Compensation: Employees are eligible for an annual discretionary bonus.

Silver Bay Seafoods is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, color, family or medical care leave, gender identity or expression, genetic information, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran status, race, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable laws, regulations, and ordinances.
If you need assistance and/or reasonable accommodation due to a disability during the application or the recruiting process, please send a request to humanresources@silverbayseafoods.com.
Equal Opportunity Employer
This employer is required to notify all applicants of their rights pursuant to federal employment laws. For further information, please review the Know Your Rights notice from the Department of Labor.