Python Programming, PySpark, SQL, Apache Airflow, Databricks, Kedro, AWS, Google Cloud Platform (GCP), Azure, Scala Programming, RDBMS, PostgreSQL, Amazon RedShift, Teradata, Snowflake, NoSQL, Apache Cassandra, Neo4J, Titan, MongoDB
Who You'll Work With
You’ll work with McKinsey’s Climate Analytics team, ideally co-located with our team in Brussels, London or Zurich.
Our Climate Analytics team is McKinsey’s core team of experts who analyze, and generate insights from, the quantitative impact of climate change for our clients.
McKinsey’s Climate Analytics team is a small, close-knit team of ~8 within a broader team called ACRE. ACRE is composed of ~40 data scientists, engineers and expert consultants dedicated to conducting advanced analytics for food and agriculture clients. Although our Climate Analytics team is officially part of ACRE, and many of your core clients served will be agriculture clients because of this, our Climate Analytics team works across all sectors at McKinsey being impacted by climate change—for example, the public, energy, and financial sectors. Regardless of the sectors in which you work, you will get the opportunity to work with multi-disciplinary teams with digital, analytics, research and business backgrounds.
ACRE—and through extension, our Climate Analytics team—is an agile team within the firm whose goal is to use the latest analytical methods, incubate new technologies and drive innovative ways to develop new opportunities for the firm to make significant and lasting client impact – redefining what it means to provide the “best of the firm” to our clients. (Please note that all work right now is remote due to COVID-19).
What You'll Do
You will leverage deep knowledge of climate and earth systems as well as analytical expertise to provide insights to clients (as part of a client service team), within ACRE by strengthening our core client product offerings, and across McKinsey and the public by synthesizing and disseminating climate-related insights via internally and externally published articles and visualizations.
Approximately half of your time will be spent solving specific business problems on client projects (either remotely or on site) and the other half of your time spent developing new, or improving upon existing, products for the Climate Analytics team within ACRE.
As a member of a client service team, you will leverage your creativity and problem-solving skills to design solutions to core business problems that best meet client needs and communicate the outcomes and insights of your work to primarily non-technical executive audiences. Some of the issues we are tasked with on a client project include: retrieving and processing large amounts of data from cloud storage, conducting analyses and generating insight based on medium to long term projected changes in climate, and more generally utilizing climate domain expertise to provide climate-specific insight and inform strategy for addressing climate risk across industries.
When working internally with the ACRE team, you will improve current product offerings (what we call “IP development”) to best meet our most common client needs. You will work in a collaborative agile team environment where you will bring together a variety of global data sources, implement different algorithms and utilize cutting edge methodologies and approaches to develop proprietary solutions. You will work together with our data engineering team to design and deploy applications and dashboards to deliver faster, more impactful insights to our clients.
Along the way, you will learn how to structure business problems and serve as a client advisor while working closely with other data scientists/engineers and senior leaders across industries shaping the future of climate. You will have access to unparalleled career acceleration, with ownership and responsibility to lead the work you do from day one in a collaborative, diverse, non-hierarchical environment. You will have the opportunity to travel to client sites, locally and around the world. Lastly, you will be able to provide direct and measurable impact to some of the largest players from energy to agriculture around the globe.
Qualifications
McKinsey & Company is a management consulting firm, founded in 1926 by University of Chicago professor James O. McKinsey, that advises on strategic management to corporations, governments, and other organizations. McKinsey is the oldest and largest of the Big Three management consultancies (MBB), the world's three largest strategy consulting firms by revenue. It has consistently been recognized by Vault as the most prestigious consulting firm.
Paris, France
2-4 year
Berlin, Germany
2-4 year
Hanoi, Hoàn Ki?m, Hanoi, Vietnam
2-4 year
Chennai, Tamil Nadu, India
2-4 year
Gurugram, Haryana, India
2-4 year
Atlanta, GA, USA
2-4 year
Charlotte, NC, USA
2-4 year
Chicago, IL, USA
2-4 year
Cleveland, OH, USA
2-4 year
Dallas, TX, USA
2-4 year
Denver, CO, USA
2-4 year
Detroit, MI, USA
2-4 year
Denver, CO, USA
2-4 year
Houston, TX, USA
2-4 year
Miami, FL, USA
2-4 year
Minneapolis, MN, USA
2-4 year
Philadelphia, PA, USA
2-4 year
Pittsburgh, PA, USA
2-4 year
Seattle, WA, USA
2-4 year
Waltham, MA, USA
2-4 year
Washington D.C., DC, USA
2-4 year
Düsseldorf, Germany
0-2 year
Abu Dhabi - United Arab Emirates
2-4 year
Atlanta, GA, USA
2-4 year
Boston, MA, USA
2-4 year
Dallas, TX, USA
2-4 year
Düsseldorf, Germany
2-4 year
Düsseldorf, Germany
2-4 year
Frankfurt, Germany
2-4 year
Hamburg, Germany
2-4 year
Johannesburg, South Africa
2-4 year
Munich, Germany
2-4 year
New Jersey, USA
2-4 year
Paris, France
2-4 year
Rio de Janeiro, State of Rio de Janeiro, Brazil
2-4 year
Riyadh Saudi Arabia
2-4 year
Waltham, MA, USA
2-4 year
Berlin, Germany
2-4 year
Berlin, Germany
2-4 year
Düsseldorf, Germany
2-4 year
Düsseldorf, Germany
2-4 year
Frankfurt, Germany
2-4 year
Hamburg, Germany
2-4 year
Munich, Germany
2-4 year
Munich, Germany
2-4 year
Atlanta, GA, USA
2-4 year
Austin, TX, USA
2-4 year
Boston, MA, USA
2-4 year
Charlotte, NC, USA
2-4 year
Chicago, IL, USA
2-4 year
Dallas, TX, USA
2-4 year
Houston, TX, USA
2-4 year
Lisbon, Portugal
2-4 year
Montreal, QC, Canada
2-4 year
New Jersey, USA
2-4 year
Philadelphia, PA, USA
2-4 year
Stamford, CT, USA
2-4 year
Toronto, ON, Canada
2-4 year
Denver, CO, USA
2-4 year
Chicago, IL, USA
2-4 year
New York, NY, USA
2-4 year
New York, NY, USA
2-4 year
Paris, France
0-2 year
Hanoi, Vietnam
2-4 year
Paris, France
4-6 year
Düsseldorf, Germany
2-4 year
Washington D.C., DC, USA
8-10 year
Toronto, ON, Canada
8-10 year
Johannesburg, South Africa
4-6 year
San José Province, San José, Costa Rica
0-2 year
Milan, Metropolitan City of Milan, Italy
0-2 year
Atlanta, GA, USA
2-4 year
Boston, MA, USA
2-4 year
Dallas, TX, USA
2-4 year
Denver, CO, USA
2-4 year
Houston, TX, USA
2-4 year
Washington D.C., DC, USA
2-4 year
Toronto, ON, Canada
2-4 year
Brussels, Belgium
2-4 year
Amsterdam, Netherlands
2-4 year
Madrid, Spain
2-4 year
Lisbon, Portugal
2-4 year
Shenzhen, Guangdong Province, China; Beijing, China; Shanghai, China
0-2 year
Berlin, Germany; Cologne, Germany; Düsseldorf, Germany; Frankfurt, Germany; Hamburg, Germany; Munich, Germany; Stuttgart, Germany
0-2 year
Calgary, AB, Canada; Montreal, QC, Canada; Toronto, ON, Canada; Vancouver, BC, Canada
0-2 year
Atlanta, GA, USA; Austin, TX, USA; Boston, MA, USA; Charlotte, NC, USA; Chicago, IL, USA; Cleveland, OH, USA; Columbus, OH, USA; Dallas, TX, USA; Denver, CO, USA; Detroit, MI, USA; Houston, TX, USA; Los Angeles, CA, USA; Miami, FL, USA; Minneapolis, MN, USA; New York, NY, USA; Philadelphia, PA, USA; Pittsburgh, PA, USA; San Francisco, CA, USA; Seattle, WA, USA; Silicon Valley, CA, USA; St. Louis, MO, USA; Stamford, CT, USA; Washington D.C., DC, USA
0-2 year
Calgary, AB, Canada; Montreal, QC, Canada; Toronto, ON, Canada; Vancouver, BC, Canada
2-4 year
São Paulo, Brazil
2-4 year
Atlanta, GA, USA; Austin, TX, USA; Boston, MA, USA; Charlotte, NC, USA; Chicago, IL, USA; Cleveland, OH, USA; Dallas, TX, USA; Detroit, MI, USA; Houston, TX, USA; Los Angeles, CA, USA; Miami, FL, USA; Minneapolis, MN, USA; New York, NY, USA; Philadelphia, PA, USA; Pittsburgh, PA, USA; San Francisco, CA, USA; Seattle, WA, USA; Silicon Valley, CA, USA; St. Louis, MO, USA; Stamford, CT, USA; Washington D.C., DC, USA
2-4 year
Calgary, AB, Canada; Montreal, QC, Canada; Toronto, ON, Canada; Vancouver, BC, Canada
6-8 year
Bogotá, Bogota, Colombia
6-8 year
Atlanta, GA, USA; Austin, TX, USA; Boston, MA, USA; Charlotte, NC, USA; Chicago, IL, USA; Cleveland, OH, USA; Dallas, TX, USA; Detroit, MI, USA; Houston, TX, USA; Los Angeles, CA, USA; Miami, FL, USA; Minneapolis, MN, USA; New Jersey, USA; New York, NY, USA; Philadelphia, PA, USA; Pittsburgh, PA, USA; San Francisco, CA, USA; Seattle, WA, USA; Silicon Valley, CA, USA; St. Louis, MO, USA; Stamford, CT, USA; Waltham, MA, USA; Washington D.C., DC, USA
6-8 year
Atlanta, GA, USA; Austin, TX, USA; Boston, MA, USA; Charlotte, NC, USA; Chicago, IL, USA; Cleveland, OH, USA; Dallas, TX, USA; Denver, CO, USA; Detroit, MI, USA; Houston, TX, USA; Los Angeles, CA, USA; Minneapolis, MN, USA; New Jersey, USA; New York, NY, USA; Philadelphia, PA, USA; Pittsburgh, PA, USA; San Francisco, CA, USA; Seattle, WA, USA; Silicon Valley, CA, USA; St. Louis, MO, USA; Stamford, CT, USA; Waltham, MA, USA; Washington D.C., DC, USA
4-6 year
Atlanta, GA, USA; Austin, TX, USA; Boston, MA, USA; Charlotte, NC, USA; Chicago, IL, USA; Cleveland, OH, USA; Dallas, TX, USA; Detroit, MI, USA; Houston, TX, USA; Los Angeles, CA, USA; Miami, FL, USA; Minneapolis, MN, USA; New Jersey, USA; New York, NY, USA; Philadelphia, PA, USA; Pittsburgh, PA, USA; San Francisco, CA, USA; Silicon Valley, CA, USA; St. Louis, MO, USA; Stamford, CT, USA; Waltham, MA, USA; Washington D.C., DC, USA
0-2 year