Full Time Permanent
Shell Oil Company Houston, TX, USA
Purpose: The Lead Deep Learning Scientist is part of the Machine Learning & AI team within the Data Science CoE . Responsible for leveraging the latest deep learning techniques and frameworks as part of the process of initiating, developing & delivering of machine learning solutions in an agile fashion to the business in order to provide insights & improvement to business processes, or support the creation of innovative business models. Use data and their analytical ability to find and interpret rich and varied data sources (such as videos, images and textual information); manage large amounts of data; merge data sources; ensure consistency of datasets; create visualizations to aid in understanding data; build deep learning models using the data; and present and communicate the data insights/findings and produce and present results with dashboard Accountable for mentoring, coaching and supporting more junior colleagues in developing deep learning skills and providing peer reviews to ensure quality deliverables. Accountabilities: Preparing and Identifying Requirements for a Machine Learning/Deep Learning Preparing a Work Scope for a Machine Learning project Executing the Deep Learning/Machine Learning Work Scope Final Review of the Machine Learning Service/Work Closeout, Quality Review, and Customer Satisfaction Survey Reviewing the work of more junior colleagues and providing coaching, mentoring and support in the area of deep learning Within the defined scope of the Analytics discipline: Defining Objectives and Strategies for Information and Data exploitation through analytics Defining and maintaining Policies and Standards for Information and Data analytic Developing Roles, Responsibilities, and Competencies for Information and Data analytics Development and execution of Enterprise Improvement Plan for Information and Data analytics Special Challenges: Building constructive and trusting relationships with mostly remote business stakeholders Dealing with challenges in data acquisition from other parts of the business Requirements Must have legal authorization to work in the US on a full-time basis for anyone other than current employer Master's degree in mathematics, statistics, theoretical science, operational research, engineering or computer science. PHD in relevant domain is strongly preferred Minimum of 5 years experience in Reseach and Development for Deep Learning and AI for different domains Significant experience in delivering or managing data science and/or machine learning delivery in a corporate environment Project or program management experience (on business or technical side) Proven experience of Advanced Analytics solution deployment is essential. Naturally adept and significant experience of framing business problems in the context of advanced analytics Must have strong technical skills and direct, hands-on experience of developing digital products involving algorithms Experience with latest technologies (such as Hadoop, Spark, MongoDB etc.) as well as key frameworks (MXnet, Caffe, Tensorflow, Theano, CNTK etc.) strongly preferred Skilled in Machine Learning and Deep Learning, Data Design Integrity, and Value Exploitation Demonstrated capability in dealing with senior leadership in global organizations is essential. Awareness of lifecycle, data management, information, data strategy, and governance is desirable le Commercial skills are an advantage. Have strong interpersonal, communication, facilitation and presentation skills. Is highly experienced in communicating with business at all levels. Position requires business knowledge of: Hands-on code development (R, Python, MatLab, Alteryx, SAS, SQL or other development languages) Use of advanced analytics technology in the context of application deployment Expertise in data source extraction (ETL) is also strongly preferable (HANA, SQL, Oracle, SharePoint, Hadoop, Spark (Databricks), Alteryx, Talend, Informatica, StreamSets) Company Description Shell is a global group of energy and petrochemical companies with about 84,000 employees across more than 70 countries. We aim to meet the world's growing need for more and cleaner energy solutions in ways that are economically, environmentally and socially responsible. We have expertise in exploration, production, refining and marketing of oil and natural gas, and the manufacturing and marketing of chemicals. As a global energy company operating in a challenging world, we set high standards of performance and ethical behaviors. We are judged by how we act and how we live up to our core values of honesty, integrity and respect for people. Our Business Principles are based on these. They promote trust, openness, teamwork and professionalism, as well as pride in what we do and how we conduct business.Building on our core values, we aspire to sustain a diverse and inclusive culture where everyone feels respected and valued, from our employees to our customers and partners. A diverse workforce and an inclusive work environment are vital to our success, leading to greater innovation and better energy solutions. Disclaimer Please note: We occasionally amend or withdraw Shell jobs and reserve the right to do so at any time, including prior to the advertised closing date. Before applying, you are advised to read our data protection policy. This policy describes the processing that may be associated with your personal data and informs you that your personal data may be transferred to Royal Dutch/Shell Group companies around the world. The Shell Group and its approved recruitment consultants will never ask you for a fee to process or consider your application for a career with Shell. Anyone who demands such a fee is not an authorised Shell representative and you are strongly advised to refuse any such demand. Shell participates in E-Verify. All qualified applicants will receive consideration for employment without regard to race, color, sex, national origin, age, religion, disability, sexual orientation, gender identity, protected veteran status, citizenship, genetic information or other protected status under federal, state or local laws. Shell is an Equal Opportunity Employer - Minorities/Females/Veterans/Disability.
Jan 24, 2020