Analyst, Predictive Modelling, Statistics & ML - GAMMA в BCG
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
Other
- 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
- 1-2+ years of industry 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 skillsAbility 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 planningExcellent 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 focusStrong 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 ethicsDemonstrates 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 expertiseExperience in data modelling and statistics tools and methods:Data modelling (variable transformation & summarization, algorithm development, ...)
- Statistical methods (regression analysis, factor analysis, decision trees etc.)
- Experience with R, Python
- Experience with SPSS, Alteryx, SAS preferred
- Machine learning algorithms (NLP, deep learning etc.)
- Survey Analytics (Conjoint analysis, MaxDiff, etc.) preferred
- Experience with Sawtooth, Dataiku, Clarabridge, Mahout preferred
- Experience in core data visualization tasks and tools (one or more of the following):Design visually compelling reports
- Build interactive dashboards and data exploration tools
- Experience with Tableau, QlikView, R shiny, D3 or other visualisation tools
- Programming and/or scripting experience a plus: SQL, C#, Perl, Spark, VBA
- Experience with big data environments a plus: Amazon Redshift, Hadoop/HIVE, Teradata
Apply:
Please mention the Your Job telegram channel as the source of information regarding this position.
