Analyst – Predictive Modelling & Statistics & Machine Learning

Analyst – Predictive Modelling & Statistics & Machine Learning

The Boston Consulting Group



Analyst – Predictive Modelling & Statistics & Machine Learning

Detalles de la oferta

02-Mar-2018 Analyst – Predictive modelling & Statistics & Machine Learning
Position Summary
BCG's Advanced Analytics group GAMMA delivers powerful analytics-based insights designed to help our clients tackle their most pressing business problems. We partner with BCG case teams and practices across the full analytics value chain: Framing new business challenges, building fact-bases, designing innovative analytics workflows, training colleagues in new methodologies and interpreting findings for our clients. The GAMMA team is a global resource, working with clients in every BCG region and in every industry area. It is a core member of a rapidly growing analytics enterprise at BCG – a constellation of teams focused on driving practical results for BCG clients by applying leading edge analytics approaches.

Employee TypeRegular
Job Type
Full time
Job Responsibilities
Work with case teams
Design data bases and provide customized (statistical) analyses for client work
Prepare accurate, well developed and tested models and develop analytical tools
Conduct tests on the deliverables and create testing documentation
Collaborate with case teams to identify and accurately address client needs
Perform quality assurance according to standards and guidelines for client projects
Work on site or remote with case teams and clients
Work as an individual contributor directly with a case team or as a team member in larger case team settings
Provide training, assistance and support to clients
Provide quick-response support to case teams on subject matter expertise
Deliver highest-quality work both within team and to case teams / clients
Train clients, consultants and team members on the use of data tools and methods
Perform internal team projects and duties as required
Travel depending on project requirements

Basic Job Requirements
Education & Experience:
Undergraduate degree related to data science, statistics, machine learning, mathematics, computer science, engineering or economics is required, advanced degree is preferred
2+ years of industry experience or 1 year of consulting experience focused on statistics & machine learning or related areas
Analytical expertise, including the ability to synthesize complex data, effectively manage complex analyses, technical understanding of system capabilities and constraints
Previous experience working on applied artificial intelligence, internet of things analytics, real time decisions systems, customer omnichannel strategy in a global organization or professional services company is preferred
Experience with collaboration tools & ticketing systems (e.g. JIRA, Confluence, GitHub) is preferred
Fluent written and spoken English (other languages desirable)

Key Competencies
Professional capabilities
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 thought partner and expert with stakeholders at different levels
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
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

Technical expertise
Experience in data modelling and statistics tools and methods:
Data modelling (variable transformation & summarization, algorithm development, ...)
Statistical methods (regression analysis, factor analysis, decision trees etc.)
Machine learning algorithms (NLP, deep learning etc.)
Experience with R, Python
Experience with SPSS, Alteryx, SAS preferred
Survey Analytics (Conjoint analysis, MaxDiff, etc.) preferred
Experience with Sawtooth, dataiku, clarabridge, Mahout

Ciudad: madrid

Fuente: Bebee


  • Otros / Otros



  • Basic
  • Python
  • Internet
  • Internet

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