Degree in Computer Engineering
Apache Hadoop, C Programming, C++, Data science techniques, Java Programming, Machine learning techniques, MapReduce, Python Programming, PyTorch, R Programming, Scala Programming, SQL, TensorFlow
Caterpillar’s Large Power Systems Division (LPSD) designs and manufactures diesel and gas engines, ranging from 400 kilowatts to 16 megawatts of power, and the key engine systems such as fuel, air, after treatment and cooling which are used to power oil & gas, electric power, marine, rail and Cat machine applications around the world.
The LPSD Analytics team uses product domain knowledge including simulations, and advanced analytics methods such as, data mining, rule-based modeling, machine learning, anomaly detection, digital twin modeling and advanced statistical techniques to solve problems. The Lead Data Scientist contributes to this mission by acting as the technical lead of analytics project teams tasked with solving problems of medium to high complexity and may also be viewed as a technical expert in particular analytics approach, related digital technology, or business domain.
LPSD Analytics currently has an opening for a Lead Data Scientist. This position is located at our Mossville Tech Center - L facility. In this role, you will work on projects to invent and develop analytics solutions for moderate to highly complex technical problems related to engine systems. This position focuses on working with multiple digital groups within Caterpillar, including LPSD Analytics, ICS Analytics, Cat Digital, and Commercial Digital teams. What sets LPSD Analytics apart among the many digital teams is its engine domain knowledge and ability to effectively work together with the engine product group.
The successful candidate should have demonstrated analytical expertise, and firsthand experience designing, implementing, and deploying Machine Learning models for prognostics.
Significant challenges of this position include working in a rapidly growing field, where being a continuous learner in the analytics space is a must. The incumbent must quickly research new areas of analytics techniques and algorithmic approaches needed for meeting customer requirements, with the ability to work in Agile or digital NPI processes.
Caterpillar’s LPSD Analytics team uses quantitative techniques to solve problems for internal and external Caterpillar customers. Typical problems include modeling engine component or system behavior utilizing analytics techniques to diagnose and/or prognose product health (maintenance, failure).
The principal responsibility of the Lead Data Scientist is to be the technical lead on analytics projects of medium to high complexity. The Lead Data Scientist is viewed as one of the most experienced technical experts in the organization whose breadth of knowledge in analytic techniques may be called upon to help on a multitude of business problems.
One of the key projects the Lead Data Scientist will work on during the first year involves the development of predictive engine component failure models, utilizing labelled 1-Hz time series data as well as daily engine codes (events and diagnostics) and meta data from assets with 4 years of running history.
The Lead Data Scientist will:
The Lead Data Scientist bears primary responsibility for solving the business problem presented through applied analytics. In addition, the Lead Data Scientist may be identified as an expert in a particular analytic approach, associated digital technology, or in the application of analytics in a particular business domain.
The Lead Data Scientist demonstrates thorough statistical and/or digital technology knowledge as well as the ability to solve complex problems. He or she demonstrates very good communication skills and the ability to explain conclusions to customers with limited knowledge and experience with quantitative analytical methods. Candidates for this position will be expected to have previous experience as the technical lead on project teams, and should exhibit strong communication skills, a penchant for innovation, and above average initiative, people development, and interpersonal skills. He or she should also have or be able to quickly acquire a comprehensive knowledge of Caterpillar Inc.; its products and services; its internal systems, processes, and procedures; and a general understanding of Caterpillar’s external customers, competitors, and market influencers.
Top Candidates Will Also Have:
Caterpillar Inc. is an American Fortune 100 corporation that designs, develops, engineers, manufactures, markets, and sells machinery, engines, financial products, and insurance to customers via a worldwide dealer network. It is the world's largest construction-equipment manufacturer.
Westminster, CO, USA
Irving, TX, USA