Full-Time
Commercial Data Scientist
Posted on 8/15/2025
ExxonMobil
10,001+ employees
Global fuel producer, distributor, stations network
No salary listed
Bengaluru, Karnataka, India
In Person
 Data & Analytics (3) |
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- Bachelor’s, Master’s, or PhD degree from a recognized university in Data Science, Computer Science, IT, Applied Mathematics, Statistics, Engineering, or related disciplines with a minimum GPA of 7.0 (out of 10.0).
- At least 2 years of experience in developing, applying, and validating data-driven tools to model complex systems.
- In-depth knowledge and practical experience in statistical analysis techniques (e.g., classification, regression, time-series, Bayesian techniques) and machine learning techniques (e.g., decision trees, ensemble methods, deep learning, neural networks, validation methods).
- Practical experience in the full machine learning lifecycle, from problem formulation and data acquisition to model building and deployment at enterprise scale.
- Specialization in at least one sub-domain, such as time series forecasting, econometrics, statistics, or NLP.
- Proficiency in Python and R, including packages such as NumPy, pandas, scikit-learn, Keras, TensorFlow, and PyTorch.
- Experience with software engineering practices, agile methodologies, DevOps, and version control.
- Experience working with Azure Databricks or other data science frameworks.
- Familiarity with software testing and development practices (Agile).
- Experience with data visualization tools (e.g., Tableau, Power BI).
- Collaborate with data scientists, data analysts, software developers, business representatives from chemical, lubricants, and fuels value chains, and demand planners globally to develop, deliver, and apply computational tools, models, or software to support our business.
- Utilize machine learning, time series analysis, pattern recognition, statistical analysis, design of experiments, and data visualizations, along with domain knowledge, to solve commercial and logistics problems and provide business insights.
- Design, build, and execute studies using proprietary or commercial tools to provide insights, including calibrating models to pricing/sales/demand data and providing optimized recommendations.
- Knowledge of supply chain operations, including demand planning, inventory optimization, vehicle routing, and network optimization.
- Prior experience in commercial software development or working in commercial software teams.
- Ability to identify and scope data science opportunities based on business needs.
- Strong communication and interpersonal skills, with the ability to work collaboratively in a global team environment.
- Excellent problem-solving skills and attention to detail.
ExxonMobil operates a global network of Exxon and Mobil fuel stations offering gasoline, diesel, motor oil, and convenience-store items to individuals and commercial customers, and it also supplies wholesale fuels. Customers purchase fuel and related products at stations, use loyalty programs, and may add services like car washes; Alexa voice-pay options are available at many stations to speed transactions. The company differentiates itself with a vast, vertically integrated retail and wholesale network, broad loyalty programs, and technology-enabled payments. Its goal is to provide reliable energy and fuel access worldwide while delivering value through a wide range of services and payment options, maintaining leadership in the energy sector.
Company Size
10,001+
Company Stage
N/A
Total Funding
N/A
Headquarters
Irving, Texas
Founded
1866
Simplify's Take
What believers are saying
- Banyu Urip field exceeds Plan of Development, reaching 200,000 bpd versus 165,000 target.
- Permian production targeting 1.8 million oil-equivalent barrels daily in 2026 with minimal capital.
- Higher oil prices added $2.9 billion earnings boost in Q1 2026 despite disruptions.
What critics are saying
- Strait of Hormuz closure eliminates 750,000 bpd Middle East production, erasing 15% output.
- Qatar and UAE assets face 3-5 year repair timeline, representing 3% global production loss.
- Shareholder returns prioritized over production growth invites antitrust probes and forced output mandates.
What makes ExxonMobil unique
- Guyana and Permian assets deliver record production with sub-$35/barrel breakeven costs.
- Golden Pass LNG Train 1 achieved first production in March 2026, diversifying revenue.
- AI-powered automation optimizes Permian and Guyana operations, reducing costs and improving reliability.
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Benefits
Health Insurance
Life Insurance
401(k) Retirement Plan
Competitive compensation
Medical plans
Maternity Leave
Retirement benefits
Annual vacations & holidays
Day care assistance program
Training and development program
Tuition assistance program
Workplace flexibility policy
Relocation program
Transportation facility
Company News
Exxon Mobil shares fell sharply on 8 April despite strong quarterly performance, as US-Iran ceasefire talks eliminated the energy sector's "war premium". Brent crude dropped to its lowest level in nearly a month as the two countries began negotiations in Pakistan. The company disclosed that disruptions in Qatar and the UAE would reduce first-quarter global oil-equivalent production by approximately 2% compared to the fourth quarter of 2025. These Middle Eastern assets represent about 12% of Exxon's total oil production. Preliminary earnings showed approximately $5 billion, or $1.20 per share, compared to adjusted earnings of $7.3 billion in the fourth quarter. Higher oil and gas prices could boost upstream earnings by roughly $1.4 billion, but downstream earnings face a $5.3 billion hit from timing effects related to derivatives and conflict-delayed cargoes.
ExxonMobil has told the SEC that producing its annual Form 10-K requires roughly 20,000 employee hours over six weeks, characterising it as a "considerable undertaking" during the regulator's review of Regulation S-K. However, a return-on-investment analysis reveals the compliance cost is minimal compared to the value it generates. Including legal, executive and board costs, the total 10-K production cost is approximately $15 million — just 0.005% of ExxonMobil's $332 billion 2025 revenues and 0.052% of its $28.8 billion net income. The company spends more on capital investment in a single business day than on the entire compliance exercise. Meanwhile, academic research shows public listing commands a 20-25% premium over private companies. Applied to ExxonMobil's $648 billion market capitalisation, mandatory disclosure through the 10-K enables $130-162 billion in shareholder value — delivering a 19,000-to-1 return on compliance costs.
Exxon Mobil disclosed approximately 6% of global output was lost during the first quarter due to the Iran conflict disrupting Persian Gulf operations, with half the impact from a liquefied natural gas facility in Qatar. Two LNG trains were damaged by Iranian missile strikes, with no clear repair timeline. The company expects a $3.7 billion sequential decline in its energy-products division, though management characterised the impact as temporary. Higher commodity prices are providing offset, with estimated gains of $2.1 billion from crude and $400 million from natural gas. Excluding timing effects, per-share earnings were higher quarter over quarter. The Persian Gulf typically accounts for one-fifth of Exxon's global output. The disruption follows recent growth projects and acquisitions that had lifted production by over 30% in the past three years.
Exxon Mobil shares have surged 34% year-to-date as the Iran conflict pushed Brent crude above $100 per barrel, disrupting traffic through the Strait of Hormuz, which carries one-fifth of global oil and LNG flows. However, XOM stock plunged 5% on 1 April following reports the conflict may end soon, marking its worst single-day drop in over a year. The US International Development Finance Corporation launched a $20 billion maritime reinsurance programme to restore confidence and resume oil tanker traffic. Exxon's fourth-quarter earnings showed EPS of $1.71, beating estimates by 2%, with revenue of $82.31 billion. Net income reached $6.5 billion, though net income growth contracted 14% amid margin pressure. The company currently trades at a premium valuation with a trailing P/E of 23 times.
As the US-Israel war with Iran enters its fifth week, American defence contractors and oil companies are reaping substantial profits whilst consumers face surging petrol prices approaching $4 per gallon. Defence stocks have surged, with Lockheed Martin jumping 25% this year after winning a contract to triple missile seeker production. Oil companies including ExxonMobil, Shell and Chevron have seen share prices rise over 20% as US crude nearly doubled from $65 to over $110 per barrel following Iran's blockade of the Strait of Hormuz. US oil producers could gain an additional $63 billion in profit, according to Rystad Energy. The situation mirrors 2022's Russia-Ukraine crisis, when global oil companies made $916 billion whilst American consumers faced record $5 per gallon petrol prices and 9% inflation.