Exelon

ComEd - Sr Data Scientist

LocationVilla Park, IL
Job TypeFull-time

About This Job


Who We Are


We're powering a cleaner, brighter future.

Exelon is leading the energy transformation, and we're calling all problem solvers, innovators, community builders and change makers. Work with us to deliver solutions that make our diverse cities and communities stronger, healthier and more resilient.

We're powered by purpose-driven people like you who believe in being inclusive and creative, and value safety, innovation, integrity and community service. We are a Fortune 200 company, 19,000 colleagues strong serving more than 10 million customers at six energy companies Atlantic City Electric (ACE), Baltimore Gas and Electric (BGE), Commonwealth Edison (ComEd), Delmarva Power & Light (DPL), PECO Energy Company (PECO), and Potomac Electric Power Company (Pepco).

In our relentless pursuit of excellence, we elevate diverse voices, fresh perspectives and bold thinking. And since we know transforming the future of energy is hard work, we provide competitive compensation, incentives, excellent benefits and the opportunity to build a rewarding career.


Are you in?


Primary Purpose

Apply the scientific method to extract knowledge and insights from data, which may take the form of time-series (smart-meters, smart-grid, and other IoT), structured (relational data stores), and unstructured (text and multi-media) data sets. Closely collaborate with various internal stakeholders, information architects, data engineers, project/program managers, and other teams to turn data into critical information to inform decision making. This requires understanding business needs, providing and receiving regular feedback, and planning the proper transfer of developed solutions. Mine big and small data for insights, using advanced statistic and machine learning methods. Validate findings with the business by sharing analysis outputs in a way that can be understood by business stakeholders. Become a subject matter expert in the areas of artificial intelligence, machine learning, feature engineering, data mining, and data manipulation/storage. Demonstrate commitment to continuous learning and professional development in technical subject matter. Share knowledge with team members, and business stakeholders, and IT partners. Collect, cleanse, standardize and analyze data from a variety of internal and external sources. Produce novel insights to help inform business actions using statistical modeling and machine learning techniques on complex data-sets on the order of several terabytes or petabytes.

Position may be required to work extended hours for coverage during storms or other energy delivery emergencies.


Primary Duties

Develop key predictive models that lead to delivering a premier customer experience, operating performance improvement, and increased safety best practices. Develop and recommend data sampling techniques, data collections, and data cleaning specifications and approaches. Apply missing data treatments as needed.
Analyze data using advanced analytics techniques in support of process improvement efforts using modern analytics frameworks, including but not limited to Python, R, Scala, or equivalent, Spark, Hadoop file system and others
Access and analyze data sourced from various Company systems of record. Support the development of strategic business, marketing, and program implementation plans.
Access and enrich data warehouses across multiple Company departments. Build, modify, monitor and maintain high-performance computing systems.
Provide expert data and analytics support to multiple business units
Works with stakeholders and subject matter experts to understand business needs, goals and objectives. Work closely with business, engineering, and technology teams to develop solution to data-intensive business problems and translates them into data science projects. Collaborate with other analytic teams across Exelon on big data analytics techniques and tools to improve analytical capabilities.


Job Scope

Support business unit strategic planning while providing a strategic view on machine learning technologies.
Advice and counsel key stakeholders on machine learning findings and recommend courses of action that redirect resources to improve operational performance or assist with overall emerging business issues.
Provide key stakeholders with machine learning analyses that best positions the company going forward.
Educate key stakeholders on the organizations advance analytics capabilities through internal presentations, training workshops, and publications.


Minimum Qualifications

Bachelor's degree in a Quantitative discipline. Ex: Applied Mathematics, Computer Science, Finance, Operations Research, Physics, Statistics, or related field
4-7 years of relevant experience developing hypotheses, applying machine learning algorithms, validating results to analyze multi-terabyte datasets and extracting actionable insights is required. Previous research or professional experience applying advanced analytic techniques to large, complex datasets.
Strong knowledge in at least two of the following areas: machine learning, artificial intelligence, statistical modeling, data mining, information retrieval, or data visualization.
Proven experience in developing and deploying predictive analytics projects using one or more leading languages (Python, R, Scala, etc.). Experience working within an open-source environment and Unix-based OS.
Ability to translate data analysis and findings into coherent conclusions and actionable recommendations to business partners, practice leaders, and executives. Strong oral and written communication skills.


Preferred Qualifications

Masters, or PhD in a Quantitative discipline. Ex: Applied Mathematics, Computer Science, Finance, Ops Research, Physics, Statistics, or related field
Prior exposure to data structures pertaining to smart-meters, billing, or outage management systems. Prior exposure to the utilities or broader energy sector. Prior exposure to the full spectrum of data science lifecycle, including data acquisition, maintenance, processing, analysis, and communication.
Solid understanding of relevant theories in machine learning, statistics, probability theory, data structures and algorithms, optimization, etc.
Expert level coding skills (Python, R, Scala, SQL, etc), and experience developing in a Unix environment. Proficiency in database management and large datasets: create, edit, update, join, append and query data from columnar and big data platforms.
Ability to translate executive and analytics leaders' vision and guidance into methods and analytics. Strong time management and presentation skills.


Benefits


Benefits

Annual salary will vary based on a candidate’s skills, qualifications, experience, and other factors: $104,000.00/Yr. – $143,000.00/Yr.
Annual Bonus for eligible positions: 15%
401(k) match and annual company contribution
Medical, dental and vision insurance
Life and disability insurance
Generous paid time off options, including vacation, sick time, floating and fixed holidays, maternity leave and bonding/primary caregiver leave or parental leave
Employee Assistance Program and resources for mental and emotional support
Wellbeing programs such as tuition reimbursement, adoption and surrogacy assistance and fitness reimbursement
Referral bonus program
And much more

Note: Exelon-sponsored compensation and benefit programs may vary or not apply based on length of service, job grade, job classification or represented status. Eligibility will be determined by the written plan or program documents.

Similar Jobs

company-logo

ComEd - Sr Data Scientist

Exelon
Job TypeFull-time
 
Villa Park, IL
6 days ago
company-logo

ComEd-Sr Customer Project Engineer

Exelon
Job TypeFull-time
 
Chicago, IL
about 1 month ago
company-logo

Sr PGD Engineer - Data Science

Florida Power & Light
Job TypeFull-time
 
Palm Beach Gardens, FL
13 days ago
company-logo

Sr PGD Engineer - Data Science

Florida Power & Light
Job TypeFull-time
 
Palm Beach Gardens, FL
15 days ago
company-logo

ComEd - Engineering Tech

Exelon
Job TypeFull-time
 
DeKalb, IL
29 days ago
company-logo

ComEd - Engineering Tech

Exelon
Job TypeFull-time
 
Crystal Lake, IL
29 days ago
company-logo

Sr Data Analyst

First Electric Cooperative
Job TypeFull-time
Salary
$79040 - $118560
Jacksonville, AR
17 days ago
company-logo

Sr Data Engineer II

Exelon
Job TypeFull-time
Salary
$109600 - $164400
Oakbrook Terrace, IL
14 days ago
company-logo

Sr. Data Engineer

EOG Resources
Job TypeFull-time
 
Houston, TX
4 days ago
company-logo

Sr. Data Engineer

EOG Resources
Job TypeFull-time
 
Houston, TX
4 days ago
company-logo

Sr System Analyst - IT BSD OMS

Con Edison
Salary
$95000 - $130000
New York, NY
2 days ago
company-logo

Sr PGD Technical Services Specialist

NextEra Energy Resources
Job TypeFull-time
 
Palm Beach Gardens, FL
2 days ago
company-logo

Sr PGD Technical Services Specialist

NextEra Energy
Job TypeFull-time
 
Palm Beach Gardens, FL
2 days ago
company-logo

Sr Data Integration Engineer

ENGIE
Job TypeFull-time
 
Spokane, WA
11 days ago
company-logo

Sr. R and D Scientist

Sinopec Tech Houston
Job TypeFull-time
 
Katy, TX
29 days ago
company-logo

Senior Data Scientist

DTE Energy
Job TypeFull-time
 
Rhode Island, United States
7 days ago
company-logo

Senior Data Scientist

Global Partners LP
Job TypeFull-time
 
Waltham, MA
7 days ago
company-logo

Senior Data Scientist

Global Partners LP
Job TypeFull-time
 
Waltham, MA
7 days ago
company-logo

Data Scientist

Itron, Inc.
Job TypeFull-time
 
Liberty Lake, WA
8 days ago
company-logo

Data Scientist

Itron
Job TypeFull-time
Salary
$60000 - $115000
Liberty Lake, WA
8 days ago

Trending Jobs

company-logo

Nuclear Technical Intern - Mid Atlantic

Constellation
Job TypeInternship
 
Lusby, MD
24 days ago
company-logo

Apprentice Lineman

Brink Constructors, Inc.
Job TypeFull-time
 
Rapid City, SD
23 days ago
company-logo

Deckhand (Houston)

John W. Stone Oil Distributor, LLC
 
Houston, TX
24 days ago
company-logo

Electrical Engineer

Dudley Staffing
Job TypeFull-time
Salary
$55 - $75
Canonsburg, Pennsylvania
3 months ago
company-logo

Director, Financial Planning & Analysis - Energy (Enterprise)

Pilot Thomas Logistics
Job TypeFull-time
 
Grapevine, TX
24 days ago
company-logo

Quality Engineer

Jedco Inc.
Job TypeFull-time
 
Grand Rapids, MI
18 days ago
company-logo

Solar Electrician

MN8 Energy
Job TypeFull-time
 
California, United States
22 days ago
company-logo

Sr. Polymer Scientist

ExxonMobil
Job TypeFull-time
 
Baytown, TX
22 days ago
company-logo

Gas Foreman

Peak Utility Services Group
Job TypeFull-time
 
Lawton, OK
23 days ago
company-logo

Apprentice Lineman I

San Patricio Electric Cooperative, Inc.
Job TypeFull-time
 
Sinton, TX
8 days ago
company-logo

contract landman

HPS Oil & Gas Properties
Job TypeFull-time
 
Lafayette, Louisiana
about 2 months ago
SD

Service Manager

Supertech Diesel Truck Specialists
Job TypeFull-time
 
Langley, BC
21 days ago
company-logo

Apprentice Line Worker I

Tampa Electric
Job TypeFull-time
 
Ruskin, FL
about 1 month ago
company-logo

Finishing Helper Entry Level- Dayshift

Bonnell Aluminum
Salary
$41600 - $41600
Carthage, TN
18 days ago
company-logo

Meter Technician

ONEOK
Job TypeFull-time
 
Odessa, TX
24 days ago
company-logo

Apprentice Power Lineman

Proline Power Corp.
Job TypeFull-time, Apprenticeship
 
Red Deer, AB
28 days ago
SD

Service Manager

Supertech Diesel Truck Specialists
Job TypeFull-time
 
Nanaimo, BC
21 days ago
company-logo

Assembler/Production

Uptalent
Job TypeContract
Salary
$37440 - $49920
Oklahoma City, OK
17 days ago
company-logo

Senior Landman

Greenlake Energy
Job TypeFull-time
 
Austin, Texas
15 days ago
company-logo

Senior Investigator

Dominion Energy
Job TypeFull-time
 
Norfolk, VA
24 days ago