Data Scientist

Job Description The Data Scientists will develop integrated Machine Learning and/or Deep Learning based solutions on products that address customer needs in operations such as inspection topside and subsea. They will also be responsible for development of machine vision algorithms for automation and development of data analytics programs for Oceaneering’s next generation systems.

Responsibilities

• Work with minimal supervision to develop robust computer vision algorithms that will be deployed in existing and new products.
• Take ideas and algorithms from first conception to real-world, real-time implementation and deployment.
• Conduct advanced research, benchmark and implement Computer Vision, Image processing and Deep Learning algorithms for integration into Company products.
• Innovate, adopt and develop algorithms and solutions to advance Object tracking and classification.
• Iteratively develop proof-of-concept implementations, prototypes and demos to fine-tune technologies to practical, state of the art systems.
• Support the technical direction and strategy for solving complex, significant, or major issues.
• Prepares design proposals to reflect cost, schedule and technical approaches.
• Work with third parties to utilize off-the-shelf industrial solutions.
• Work directly with software engineers to implement algorithms into commercial software products.
• Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
• Assess the effectiveness and accuracy of new data sources and data gathering techniques.
• Develop custom data models and algorithms to apply to data sets.
• Build data models and organize structured and unstructured data to interpret solutions.
• Develop scalable infrastructure, including microservices and backend, that automates training and deployment of ML models.
• Work with fellow data scientists/SW engineers to build out other parts of the infrastructure, effectively communicating your needs and understanding theirs and address external and internal shareholder's product challenges.
• Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
• Perform all other duties as requested, directed or assigned.

Qualifications

• Bachelor’s OR master’s degree in computer science or software Engineer (or related field).
• Technically fluent in programming languages, including C, C++, Java, C# and other object-oriented paradigms.
• Competent and proficient understanding of platforms such as UNIX (Solaris and Linux) and Windows.
• Hands-on software troubleshooting experience.
• Edge based and/or cloud-based AI/ML Code deployment experience (DevOps).
• Experience with Azure Cloud based ML services.
• Must be able to learn, understand, and apply new technologies.
• Strong coding skills.
• Experience in computer vision, image processing and other related applied engineering fields.
• Knowledge of git and version control.
• Familiarity with NVIDIA's Jetson Board & Deep Stream Framework on Linux/Ubuntu machines.
• Demonstrated strong capability in statistical/Mathematical modelling or Machine Learning or Artificial Intelligence with Demonstrated skills in programming for implementation and deployment of algorithms preferably in Statistical/ML based programming languages in Python.
• Knowledge of inner working of any vision software (such as OpenCV, PCL, CNN).
• Knowledge of Machine Learning, Natural Language Processing, Large Scale Data Mining or Artificial Intelligence.
• Passion to develop novel robotics solutions applying the skills in computer vision, AI and Deep Learning.
• Strong background in mathematics and/or statistics is highly desirable.

Knowledge, Skills, Abilities, And Other Characteristics

• Ability to analyze situations accurately, utilizing a variety of analytical techniques in order to make well informed decisions.
• Ability to effectively prioritize and execute tasks in a high-pressure environment.
• Skill to gather, analyze and interpret data.
• Ability to determine and meet customer needs.
• Ensures that others involved in a project or effort are kept informed about developments and plans.
• Knowledge of communication styles and techniques.
• Ability to establish and maintain cooperative working relationships.
• Skill to prioritize workflow in a changing work environment.
• Knowledge of applicable data privacy practices and laws.
• Strong analytical and problem-solving skills.

About Us Oceaneering is a global provider of engineered services and products, primarily to the offshore energy industry. We develop products and services for use throughout the lifecycle of an offshore oilfield, from drilling to decommissioning. We operate the world's premier fleet of work class ROVs. Additionally, we are a leader in offshore oilfield maintenance services, umbilicals, subsea hardware, and tooling. We also use applied technology expertise to serve the defense, material handling, aerospace, science, and renewable energy industries.

Overview ABOUT THE TEAM Since year 2003, Oceaneering’s India Center has been an integral part of operations for Oceaneering’s robust product and service offerings across the globe. This center caters to diverse business needs, from oil and gas field infrastructure, subsea robotics to automated material handling & logistics. Our multidisciplinary team offers a wide spectrum of solutions, encompassing Subsea Engineering, Robotics, Automation, Control Systems, Software Development, Asset Integrity Management, Inspection, ROV operations, Field Network Management, Graphics Design & Animation, and more. In addition to these technical functions, Oceaneering India Center plays host to several crucial business functions, including Finance, Supply Chain Management (SCM), Information Technology (IT), Human Resources (HR), and Health, Safety & Environment (HSE). Our world class infrastructure in India includes modern offices, industry-leading tools and software, equipped labs, and beautiful campuses aligned with the future way of work. Oceaneering in India as well as globally has a great work culture that is flexible, transparent, and collaborative with great team synergy. At Oceaneering India Center, we take pride in “Solving the Unsolvable” by leveraging the diverse expertise within our team. Join us in shaping the future of technology and engineering solutions on a global scale.