- Strong expertise in Python (will be tested)
- Other analytics tools such as R, Alteryx, SQL and SAS (nice to have)
- Data cleaning, variable transformation, etc.
- Regression analysis, factor analysis, PCA, decision trees, etc.
- Machine learning algorithms such as NLP, random forest, etc.
- Strong expertise in optimization and/or predictive.
- For optimization must have excellent command over various operation research techniques and related approaches such as : Mathematical programming such as Linear/Non-Linear Programming, Mixed Integer Programming, Metaheuristic techniques and Stochastic modelling
- Design visually compelling reports
- Build interactive dashboards and data exploration tools
- Experience with Tableau, Power BI, R shiny or other visualization tools
- Experience with collaboration tools & ticketing systems (e.g. JIRA, Confluence, GitHub) is preferred
- Experience with big data environments a plus: Amazon Redshift, Hadoop/HIVE, Teradata
- Undergraduate degree related to data science, statistics, machine learning, mathematics, and computer science is required; an advanced degree is preferred
- 1- 3 years of Data Analytics experience (applies for Data Analyst role) focused on statistics, optimization & machine learning modeling, visualization or related areas.
- 3-5 years of Data Analytics experience (applies for Senior Data Analyst role) focused on statistics, optimization & machine learning modeling, visualization or related areas.
- For optimization, previous experience working on supply chain, network optimization, logistics optimization, workforce allocation, traffic simulation, smart manufacturing, and related topics in a global organization or professional services is preferred
- Fluent written and spoken English (other languages desirable)
- Problem-solving, communication, interpersonal and teaming skills
- Ability to effectively handle difficult and stressful situations with poise, tact, and patience
- Ability to anticipate, identify, and solve critical problems
- Excellent interpersonal and communication skills
- Ability and willingness to give and receive honest, balanced feedback
- Ability to act as a thought partner and expert with stakeholders at different levels of Work management, organization and planning
- Excellent organizational skills, attention to detail, efficient time management
- Proactive communication of issues, priorities and objectives
- Ability to thrive in a dynamic, fast-paced, demanding environment
- Customer and business focus
- Strong collaborative skills and ability to adjust approach to effectively interact with clients at all organizational and technical levels
- Focus on excellent client service and close attention to client needs
- Values and ethics
- Demonstrates competence and character that inspires trust
- Flexible, self-motivated, and proactive out-of-the-box and critical thinker
- Able to respect all BCG and client information as personal and confidential
- Please note this position is not restricted solely to the responsibilities listed above and that the job scope and responsibilities are subject to change
- CVs in English only will be considered in the process.
- The hiring Start date will be in 2024.
- Must be located in Bogota.
Data Analyst - Bogota, Colombia - Boston Consulting Group
Descripción
Who We Are
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 help clients with total transformation-inspiring complex change, enabling organizations to grow, building competitive advantage, and driving bottom-line impact.
To succeed, organizations must blend digital and human capabilities. Our diverse, global teams bring deep industry and functional expertise and a range of perspectives to spark change. BCG delivers solutions through leading-edge management consulting along with technology and design, corporate and digital ventures—and business purpose. We work in a uniquely collaborative model across the firm and throughout all levels of the client organization, generating results that allow our clients to thrive.
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's team, you will work closely with consulting teams on a diverse range of businesses, advanced analytics, and web development topics. You will have the opportunity to leverage web development and rapid prototyping methodologies to deliver value to BCG's Consulting (case) teams and Practice Areas (domain) through software development expertise and accelerated execution support.
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 software solutions and processes to build high-quality and efficient web applications.
What You'll Bring (Experience & Qualifications)
Technical Skills:
Experience in data analysis and statistics tools and methods:
Experience in core data visualization tasks and tools (one or more of the following):
Experience & Qualifications:
YOU WILL WORK WITH
As a (Senior) Data Analyst you will collaborate with global topic leads and colleagues across BCG to bring expertise and capabilities to the service of our internal and external clients. Our team is made up of a diverse pool of knowledge positions that allow us to pursue exciting, innovative knowledge careers.
Please take into consideration:
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