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Boston Consulting Group partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities. BCG was the pioneer in business strategy when it was founded in 1963. Today, we work closely with clients to embrace a transformational approach aimed at benefiting all stakeholders-empowering organizations to grow, build sustainable competitive advantage, and drive positive societal impact.
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BCG X is the tech build & design unit of BCG. Turbocharging BCG's deep industry and functional expertise, BCG X brings together advanced tech knowledge and ambitious entrepreneurship to help organizations enable innovation at scale. With nearly 3,000 technologists, scientists, programmers, engineers, and human-centered designers located across 80+ cities, BCG X builds and designs platforms and software to address the world's most important challenges and opportunities. Teaming across our practices, and in close collaboration with our clients, our end-to-end global team unlocks new possibilities. Together we're creating the bold and disruptive products, services, and businesses of tomorrow.
Practice Area Profile
What You'll Do
As a part of BCG X team you will work closely with consulting teams on a diverse range of advanced analytics topics. You will have the opportunity to leverage analytical methodologies, subject matter expertise, and accelerated execution to deliver value to BCG's Consulting (case) teams and Practice Areas (domain).
You will collaborate with case teams to gather requirements, specify, design, develop, deliver, and support analytics solutions serving client needs. You will provide technical support through deeper understanding of relevant data analytics tools and processes to build high quality and efficient solutions.
What You'll Bring (Experience & Qualifications)
Working with case (and proposal) team
Delivering original analysis and insights to case teams, typically owning all or part of an analytics module
Establishing credibility by thought partnering with case teams on analytics topics; drawing conclusions on a range of external and internal issues related to your module
Executing analytical approaches and creating defined outcomes; contributing to approach selection focussing on problem solving and client value aspects
Applying analytical, statistical and programming skills, building models, creating algorithms and using appropriate tools to discover knowledge from a variety of large and versatile data sources
Wrapping the outcomes of analysis into ready-to-use software modules / minimal viable products / dashboards
Training the project and client teams on advanced analytics approaches in general as well as on the use of tools and methodologies to increase the impact of their work
Communicating analytical insights through sophisticated synthesis and packaging of results (including PPT slides and charts)
Developing broad expertise in at least one analytics topic or platform
Thinking Analytically:
You should be strong in analytical solutioning with hands on experience in advanced delivery, through the entire life cycle of analytics. Strong technical and statistical skills with the ability to develop and codify knowledge and provide analytical advice where required.
Technical Skills (Must have):
Overall fluency in either of Python or R: ability to read, create, debug and package code, being comfortable using either of Pycharm, R-Studio, Visual Studio or any other IDE
SQL scripting, ability to collect data from relational databases, e.g. PostgreSQL, MySQL, MSSQL etc.)
Data wrangling with Python (pandas) or R
Hands on statistical inference using Python, R as well as MS Excel extensions
Experience in data visualization and presentation using either of Tableau, PowerBI, QlikView, Dash, ...
Self-learning and quick ramping in previously unfamiliar technological stack if needed
Technical Skills (Good to have):
Experience in building scalable production ready dashboards and web applications using Python or JS frameworks e.g. either of Django, Flask, React, Vue, Angular etc.
Experience with proprietary low-code data wrangling, predictive analytics and modelling tools (either of Alteryx, Knime, Dataiku, SAS, SPSS etc.)
Experience with customer analytics, pricing optimization, predictive maintenance, supply chain optimization, network optimization, workforce allocation, smart manufacturing and related topics in a global organization or professional services is preferred
Experience in GeoAnalytics using Python or specialized solutions is a plus
First experience in simulation modelling and optimization approaches (Operations Research / Linear Programming / Mixed Integer Programming)
Knowledge of dedicated optimization and simulation tools (AIMMS, LLamasoft, Gurobi, AnyLogic) is a plus
Programming and/or scripting experience a plus: SQL, C#, Perl, Spark, VBA
Experience with big data environments a plus: Amazon Redshift, Hadoop/HIVE, Teradata
Experience with collaboration tools & ticketing systems (e.g. JIRA, Confluence, GitHub) is preferred
YOU BRING (EXPERIENCE & QUALIFICATIONS) :
Bachelor's / Master's degree related to computer science, data engineering, data science, statistics, mathematics, or economics is required
Previous experience in the domain of Advanced Analytics (internships included)
Analytical expertise, including the ability to synthesize complex data, understand system capabilities and constraints, apply specific analytics methodologies, and deliver impactful solutions
Consulting experience will be considered a plus
* Fluent written and spoken English (other languages desirable)
Our business management and operations team members work to ensure that BCG is running smoothly, efficiently, and productively. We are made up of executive and administrative (or case team) assistants, visual service artists, receptionists, facilities staff, and the team leaders and office coordinators who manage these operations and business management jobs.