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FRANCE’S TOP GRADUATESCHOOLFOR DATA SCIENCE

THE NATIONAL SCHOOL

FOR STATISTICS AND DATA ANALYSIS

IN FRANCE

I am delighted that you are interested in ENSAI, where Data Science, throughStatistics, Economics, and Computer Science, is approached in an innovativeand unique way. As a student at ENSAI, you will build solid theoreticalfoundations and learn to apply them to real-world projects and internships,led in and out of the classroom by top research professors and industryexperts from our many private and public-sector partners. At ENSAI, weendeavor to prepare our students to meet the challenges of today as well asthose of the future. Our reputation for excellence is based on the savoir-faireof our professors and the expertise of our graduates. In France and beyond,ENSAI will give you the opportunity to grow and flourish so you can meet thechallenges of tomorrow. Join us!

Ronan Le Saout,Dean

90Engineer Statisticiangraduates per year

A WORDFROM THE DEAN

I came to ENSAI through the double-degree agreement between ENSAI and my home university,Tongji University in Shanghai. It has been quite an adventure for me. Despite some initial cultureshock and differences in daily life and ways of thinking, I have really enjoyed my time at ENSAI. It isa dynamic school that provides quality education. My exchanges with students and teachers havebeen very enriching. I have fond memories thanks to the Office of International Relations, my class-mates, and all of the personnel at ENSAI who were always willing to help me.”

—— Yunjiao Lu, Engineer Statistician, Class of 2017

teachers and experts fromthe private and public sector

majors in the Engineer Statistician Program, 2 Specialized Master’s degrees,1 PhD

Alumni

Over

38069monthsof internships

4000

“

”

Coming to Ensai has been one of the best decisions I’ve made. The staff here are so friendly and supportive inyour learning. From checking that I was following lectures to always having their door open for questions, theirmain concern is simply to help you learn. The students are equally lovely and I’ve made friends that I’m sure I’llstay friends with for many years to come! There is also a lively Erasmus community in Rennes. From organizedday trips around Brittany to reductions on theatre tickets, they offer a great way to discover the region!.

—— Georgina Lambert, Erasmus+ Student, University of Sheffield, 2016-2017

45INSEE Executive Statistician graduates per year

Master’s program graduates annually

nationalities represented

40female student body

35% 27

“

”

ENSAI is one of France’s prestigious Grandes écoles d’ingénieurs,with high-level expertise in Data Science. With close ties to the French NationalInstitute of Statistics and Economic Studies (INSEE), various research teams, and private sector partners, ENSAI trains its students to become specialized Data Scientists capable of complex information processing and analysis thanks to their threefold expertise in Statistics, Quantitative Economics and Econometrics, and Computer Science.

What do Grand école and école d’ingénieur mean?

The French system of higher education is made up of traditionaluniversities and grandes écoles. Universities are open to anyonewith a high school diploma while admission to a grande école isselective. Typically students are admitted after two years inspecialized post-secondary education, based on their results onnational competitive exams.

These elite institutions generally have smaller student bodies, moreclass hours, and a smaller student-professor ratio than universities.They offer more specialized programs and are recognized for theircontributions to research and their reputation for educating thenation’s top executives, politicians, and civil servants.

An école d’ingénieur is a type of grande école, focused on the hardsciences, that meets particularly strict accreditation standardswhich allow it to grant the diplôme d’ingénieur, a prestigiousMaster’s-level degree which is internationally recognized for itsquality. Grandes écoles can also grant other degrees, such asMaster’s degrees or PhDs.

FRANCE’S

TOP GRADUATESCHOOLFOR DATA SCIENCE

ACADEMIC PROGRAMS

FrenchUniversities

Grad

uate

Unde

rgra

duat

e

End of Secondary School

Master'sdegree

M2(2nd Year Master)

M1(1st Year Master)

3rd Year

2nd Year

1st Year

Degree Diplômed'ingénieur

Master'sdegree

Master'sdegree

EngineerStatistician - Y3

Statistics forSmart Data - M2

Public Evaluationand DecisionMaking - M2

EngineerStatistician - Y2

EngineerStatistician - Y1

ENSAI

ENGINEERSTATISTICIANENSAI offers a three-year program in the cutting edge field of data Science.Alongside the academic program, three professional internships as well as aninternational experience are required. Foreign languages, communication skills,and the Humanities are also an integral part of the program. Graduates are extremely qualified and well-rounded; they become highly sought-after, well-paid professionals.

ENSAI also trains the future executives of the French National Institute of Statistics and Economic Studies (INSEE).

FIRSt-YEAR(third year of higher education):

ENSAI’s first-year students have all completed atleast two years of higher education but often havedifferent academic backgrounds. This variety isone of the attractive and atypical aspects of thestudent body. The first-year classes are differen-tiated according to the students’ strengths andare designed to bring all the students to the samescientific level in Statistics, Economics and IT. Aone-month internship concludes the year.

SEcoNd-YEAR(fourth year of higher education, also referredto as M1 in Europe - 1st year of a Master’s):

Transfer students with appropriate prerequisites, oftenforeign, may be admitted directly into ENSAI’s secondyear. Advanced Statistical Methods are taught and arereinforced in concrete applications. Project work is primordial and students begin to specialize in an areaof their choice while gaining in autonomy. The academicyear is followed by a two-month applied internship.

1st 2 nd

tHIRd YEAR(fifth year of higher education, also referred to as M2 inEurope - 2nd year of a Master’s)

Students choose between one of six specializationsfor their final year:

Advanced Statistical Engineering This specialization provides students with advanced skills inStatistical Modeling through themes like Quality and Reliability,Image and Signal Processing, as well as Forecasting and itsapplications, especially for the environmental sector. Studentsfrom this track are easily capable of adapting to and meetingthe needs of industrial, service, environmental, and bankingsectors.

Advanced tools for data Science & Machine Learning This specialization allows students to strengthen their computerscience and statistical learning skills in order to match that oftheir statistical abilities. Focused on the link between IT andStatistics, it provides an overview of Computer Science as wellas in-depth presentation of Distributed System Technologies.Graduates are fully autonomous to collect and analyze data by developing tools which compute metrics, illustrate themand/or make decisions. They are equipped to interact andcommunicate with different people, from clients or customersto IT engineers & statisticians.

Biostatistics After complementary statistical training, especially in SurvivalAnalysis, Mixed Models, and Sequential Analysis, the coursesprovide students with the requisite tools necessary for thepurposes of research, experiment design, and methodologyassessment. Courses in Epidemiology, Clinical Trials, andOmics Data Analysis enable students to acquire a solidfoundation for multiple applications in the public health,pharmaceutical, biotechnology, and bioinformatics sectors.

data Modeling for Spatial Analysis and Health Economics This specialization provides a high-level background in DataAnalysis and Econometric Engineering as they are applied tofields of Health Economics and Spatial Dynamics, which arestudied in detail. The courses emphasize how economicevaluation of public policies and private programs in thosefields are conducted. These tools are in high demand at local,national, and international levels.

Quantitative Marketing and Revenue Management Faced with massive amounts of data, businesses increasinglyneed expertise to transform this information and help informtheir decision-making and return on investment. Thisspecialization seeks to meet those needs and train datascientists capable of high-level analysis who understand theneeds of the marketing and revenue management fields.

Risk Management and Financial Engineering A multidisciplinary approach combines intensive use ofStatistics with Stochastic Modeling, Numerical Methods, andFinancial Theories, thereby training engineers to be on thecutting edge of financial and technological innovation. Thethree broad areas of focus of this specialization are: managingand regulating banking risk, investment allocation andstrategies, and innovation in financial engineering.

The Engineer Statistician program ends with a six-monthprofessional internship, which more often than not leads to anemployment offer for graduates.

3rd

Master of Science in Statistics for Smart data

Taught entirely in English, this program is unique. Many Master’s degreeshave recently emerged in the field of Data Science, most of which are highlyIT oriented. ENSAI, the most specialized graduate school in Statistics inFrance, has naturally chosen a different path. Students learn not only thelatest in computer science technology, they also acquire the tools necessaryto interpret the mass of available data and to master algorithms andstatistical skills that are essential to identifying relevant and valuableinformation.

Master of Science in Public Evaluation and decision Making

In addition to private consulting firms that have access to local, national, oreven international databases, the public sector is also in need of qualifiedData Scientists. This Master's program imparts the statistical expertisenecessary to enlighten public decision-making and evaluate public policy.

ENSAI proposes a PhD in Applied Mathematics (Statistics and relatedfields). ENSAI PhD students will be enrolled in the MathSTIC DoctoralSchool, which is operated jointly by several regional institutions of highereducation including the University of Rennes 1, the University of Rennes 2,INSA Rennes, Institut Mines-Télécom Atlantique, and Ecole NormaleSupérieure de Rennes. ENSAI also proposes joint PhD programs inEconomics and Computer Science in collaboration with partnerestablishments from Rennes, Paris Saclay, or institutions abroad.

PhD students at ENSAI take advantage of the dynamic, interdisciplinaryresearch environment of the renowned CREST research lab and its team.The CREST laboratory is characterized by a strong attachment toquantitative methods, data, mathematical modeling, and the continuousmovement between theoretical models and empirical evidence to analyzeconcrete scientific, economic, and societal problems.

MASTER’SDEGREES

ENSAI is accredited to deliver two Master’s degrees:

PhD IN APPLIEDMATHEMATICS

After studying Statistics I was looking to specialize in the fieldof Data Science. After some research, ENSAI’s Statistics forSmart Data program seemed the obvious choice and I amdelighted to have opted for this program. The atmosphere inthe classroom is warm and friendly, the equipment top-notchand readily accessible, teachers from many walks of life withdifferent backgrounds share their expertise, and the endresult corresponds to what the professional world is seeking,therefore opening up numerous internship possibilities.Furthermore, thanks to the international nature of the MSc,students from different horizons and nationalities thrive sideby side.

—— Moustapha ousmane Bawa Gaoh,International Master’s Graduate, Class of 2016

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All ENSAI programs are open to international students. Successful candidatesmay have backgrounds in Mathematics, Statistics, computer Science, orEconomics.

For the Engineer Statistician program, foreign students may be admitted into the 1st or 2nd year. International applicants for the Master’s programs must meet thenecessary prerequisites to be admitted into the program. The admissions proceduresand requirements vary depending on the program, but the general admissionsprocedures for degree-seeking students include:

1. Submission of an online application.

2. Evaluation of the application by the selection committee.

3. An interview with the selection committee for short-listed candidates.

4. Official notice of admission or refusal by the selection committee.

Detailed information about ideal candidate profiles, prerequisites, procedures, andimportant dates is available on the Admissions page of the ENSAI website.

Admission to ENSAI as an exchange student is possible through establishedexchange agreements and only after students have been officially nominated by theirhome university.

ADMISSION

I decided to come to ENSAI for my Erasmus because I wanted to learn French andI was attracted by the high-level education it could offer, but what I got was far morethan that! Everybody at ENSAI is extremely kind, from the teachers to the adminis-trative personnel, and my classmates helped me a lot from the first moment I metthem. What I found here is more than a school: it’s a living community, where I foundfriends I’ll never forget. If I could go back in time, I would make the same choice.

—— Antonio Maiorino, Erasmus+ Student, Università di Bologna, 2015-2016

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WHYENSAI

Not Just a NumberWith around 400 students, ENSAI is a place where you willbe more than just a number. A very low student-to-teacherratio makes it easy to get personal attention and help fromprofessors. Small classes also make it easier to meetpeople and quickly become part of the ENSAI family.

ExcellenceENSAI prides itself on high-level teaching and research.Its reputation is well established both in France and aroundthe world. Students are challenged and pushed by theirprofessors and are expected to demonstrate a high levelof commitment and drive.

career opportunitiesThanks to the renown of the school, ENSAI alumni arehighly sought after by employers in the private and publicsectors. Within three months of graduation, nearly 100%are employed, with salaries that outpace those ofgraduates from other écoles d’ingénieurs.

LocationENSAI is a great place to study. The school is located in aspacious, strikingly modern building on the beautiful KerLann campus. This location, with its park-like setting, offerspleasant living and working conditions, with a wide rangeof facilities covering accommodation, catering, andsporting activities, all just outside Rennes.

Global opportunityENSAI is a small school with a big reputation, which hasallowed it to develop a network of partners around theworld. From top academic institutions in Europe, Asia, andNorth America to start-ups and multinational corporationsaround the globe, ENSAI offers its students a vast array ofopportunities to study or gain professional experienceabroad.

Research opportunitiesENSAI’s research professors belong to the CRESTresearch laboratory, which is a joint venture betweenENSAI and its sister school ENSAE along with theEconomics researchers from École Polytechnique.Students can also pursue double research degreesthrough partnerships with universities and graduateschools throughout France. Finally, students can continuetheir studies and pursue a PhD at ENSAI.

Public institutions of higher-education are highlysubsidized by the French government (14,000€ perstudent per year).

France is the world’s 4th leading destination forinternational students.

France ranks 6th in the world in terms of domesticspending on research and development.

France is home to 31 of the world’s 500 largestcorporations and to more of the world’s top 100 mostinnovative companies than any other country in Europe.

France offers a pleasant living environment in the heartof Europe. It is steeped in history and its monuments,museums, and landscapes are second to none.

French is an international language spoken on all fivecontinents.

France boasts an unparalleled art de vivre andgastronomy.

9 out of 10 international students recommend Franceas a study destination.

WHYFRANCE

Rennes is 85 minutes from Paris via the high-speed train.

Rennes has multiple connecting flights to Europe’sinternational hubs in Paris, Amsterdam, and Madrid.

Students rated Rennes as the city where they are the“happiest.”

Rennes, a lively college-city, is well known for its festivalsand cultural events and is home to over 60,000 studentsfrom its two universities and many graduate schools.

Rennes is the capital of Brittany, a region renowned forsome of France’s most spectacular coastline and scenery.

Rennes boasts an exceptional 18th-century city centeroffering the benefits of city life as well as the benefits ofbeing nearby breathtaking landscapes.

WHYRENNES

Rennes

RENNES PARIS85 min

TunisiaAlgeria

Albania

Brazil

Colombia

South KoreaLebanon

Madagascar

Mali

Moldova

Niger

Russia

Rwanda

Sri Lanka

Chad

Togo

Vietnam

South Africa

Australia

Canada

Chile

United States

Hong Kong

Iceland

Israel

Nepal

Norway

New Zealand

Peru

Serbia

Singapore

SwitzerlandTurkey

Ukraine

Benin

Burkina Faso

Cameroon

ChinaJapan

Ivory Coast

Guinea

India

Morocco

U

Senegal

I

INTERNATIONAL ACADEMICPARTNERS OF ENSAI

ERASMUS+ EXCHANGEAGREEMENTS Czechia

Charles University of Prague

Denmark

Aarhus Universitet

Finland

University of Helsinki

Germany

Humboldt-Universität zu Berlin

LMU Munich

TU Dortmund

Universität Mannheim

Hungary

Eötvös Lorand University of Budapest (ELTE)

Ireland

University of Limerick

Italy

Sapienza – Università di Roma

Università degli Studi di Palermo

Università di Bologna

The Netherlands

Erasmus Universiteit of Rotterdam

Universiteit Leiden

Universiteit Utrecht

Portugal

NOVA IMS

Romania

Academia de Studii Economice din Bucuresti

Universitatea Babeş Bolyai

Spain

Universidad Complutense de Madrid

Universitat de Barcelona

Universitat Polytècnica de Catalunya

Sweden

Uppsala Universitet

United Kingdom

Queen Mary, University of London

University of Glasgow

University of Sheffield

University of Southampton

University of Warwick

DOUBLE DEGREE AGREEMENTSChina

University of Tongji, Shanghai

East China Normal University (ECNU),Shanghai

Germany

Humboldt-Universität zu Berlin

Universität Mannheim

India

Manipal University

Morocco

Institut National de Statistique et d'EconomieAppliquée (INSEA)

Netherlands

Erasmus Universiteit Rotterdam

Tunisie

École Supérieure de la Statistique et del'Analyse de l'Information (ESSAI)

United Kingdom

University of Southampton

OTHER AGREEMENTS

Cameroon

Institut sous-régional de Statistique etd'Economie appliquée, Yaoundé (ISSEA)

Canada

University of British Columbia

University of Montreal

China

Nanjing Audit University

South East University, Nanjing

University of Hong Kong

Ivory Coast

Ecole Nationale Supérieure de Statistique etd'Economie appliquée, Abidjan (ENSEA)

Senegal

Ecole Nationale de la Statistique et del’Analyse Economique, Dakar (ENSAE)

Sweden

University of Linköping

United States

Colorado State University (CSU)

Rochester Institute of Technology (RIT)

Rutgers University

A WORLD OFOPPORTUNITIES

EUROPEAN UNIONMEMBER STATES

Outgoing Mobility Incoming Mobility Incoming and outgoing mobility

I

Austria

Denmark

Ireland

Latvia

Lithuania

S

Spain

Greece

ItalyBelgium

LGermany

N

UK

S

MaltaA

Sweden

Czechia

S

I

LuxembourgG

Netherlands

Poland

Portugal

Romania

Financial MattersCost of Living (use Smart Data Brochure layout?)Estimated monthly expenses: €600-€900

Approximate budget: - Rent (net): €200 - €350 (private studio on campus generally higher than sharing an apartment in Rennes)

- €400-€550 (+ security deposit equal to one month’s rent), minus roughly €200 (French rent subsidies: CAF)- Electricity: €35- Food: €250 - €350 (on-campus student lunch meals: €3)- Public transportation: €30- Smartphone/Data plan: €25 - €35- Other expenses (laundry, clothing, entertainment, etc.): €50 – €100

Cost of StudiesAnnual Tuition/Registration Fees (frais de scolarité/inscription)

Engineer Statistician†€1800

MSc in Public Evaluation and Decision Making€270

MSc in Statistics for Smart Data€8,000*

+ €215† student health insurance coverage (mandatory)

* Students from partner institutions may qualify for reduced fees. † Non degree-seeking foreign students on exchange programs are exempt

FINANCIALMATTERS

€25 - €35Smartphone / Data plan

€35Electricity

Estimated monthly expenses: €600-€900

€250 -€350 Food

€30Public

transportation€200 -

€350 Rent(net)

€50 - €100Other expenses

COSTOF LIVING

COSTOF STUDIES

Annual tuition/Registration Fees

Engineer Statistician €1800

MSc in Public Evaluation and Decision Making €270

MSc in Statistics for Smart Data €8,000

Student Union The Student Union (Bureau des élèves) coordinates all of thestudent associations. It oversees a number of clubs: bridge,cinema, art, chess, music, photo, ski, theater, rock,humanitarian activities, debates, and games. It organizes aWelcome Weekend in September and numerous otherevents throughout the year.

ENSAI Gala AssociationThis organization plans the annual ENSAI Gala. This yearlyevent allows students and alumni to come together in afestive atmosphere.

ENSAI Junior consultant (Junior-Entreprise) ENSAI Junior Consultant functions as a veritable consultingfirm. With the guidance of professors, students providecompanies and local authorities with advanced studiesusing their skills in Statistics, Computer Science, andEconomics.

Business Forum AssociationThis organization is responsible for fostering and maintainingcontacts between students and the professional world byorganizing professional networking days and forumsbetween students and professionals, as well as lectures anddebates.

ENSAI Alumni The ENSAI Alumni Association encourages contact betweenthe school, its current students, its alumni, and companies.

Inter-School cultural and Sporting organizationThis group brings together the three grandes écoles on theKer-Lann campus. It is a member of the French UniversitySports Federation, and it allows students to play sportscompetitively or for recreation, and to participate in culturalactivities.

STUDENTLIFE

My studies at ENSAI gave me the amazing opportunity to travel. During my second year, I spenta semester studying at the Università di Bologna through the Erasmus+ program. Studying abroad,regardless of the destination, is a really rewarding experience for different reasons: it allows youto discover a new culture and to experience different ways of teaching and learning. Then, I didmy third-year internship in London. Considering the context or even just the city, it was really dif-ferent from the Erasmus experience. I learned a lot from doing my internship abroad, which hasbeen really valuable from a personal and professional perspective.

—— Esther devilliers, Engineer Statistician, Class of 2017

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InternshipsPart of what makes ENSAI’s graduates so attractive toemployers is the fact that they spend a large part oftheir time gaining vital, real-world experience duringmandatory internships in private companies, publicadministrations, or research laboratories. Every degreeoffered by ENSAI requires an internship.

• Engineer Statistician Program: Total of 7 to 9 months (1 month after Year 1, 2 months after Year 2, and 4 to 6 months after Year 3).

• Master of Science in Statistics for Smart Data:

Total of 4 to 6 months.

• Master in Public Evaluation and Decision Making:

Total of 4 to 6 months..

ENSAI PartnersStudents benefit from over 380 outside experts thatgive classes and lead projects as well as an array ofrich internship and job opportunities from partners.Partners take full advantage of the skills of ENSAIfaculty and students, who solve real-world problemsthrough projects and internships. They also capitalizeon increased visibility to recruit ENSAI graduatesthrough participation in the annual business forumorganized by ENSAI students.

ENSAI Partners include: INSEE, Disneyland Paris, BNPParibas, Société Générale, L’Oréal, Nestlé, Orange,Thalès, EY, Air Liquide.

STRONGLINKSWITH THEPROFESSIONALWORLD

Thanks to ENSAI’s renowned expertisein Data Science and its innovativecurriculum, it has built strong ties withboth private and public businesses and administrations in France, Europe,and beyond.

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