Overview
Analytics & Innovation Sr Consultant Mexico City role at Altman Solon
Altman Solon Analytics Innovation Team - Senior Consultant, Data Science
Altman Solon is a 600+ person strategy consulting group that focuses exclusively on the telecommunications, media and technology (TMT) related sectors.
As the largest general TMT strategy firm, we assist clients in fast, high-impact, confident decision making.
We enable clients to seize new opportunities, improve performance, and increase shareholder value within complex and converging industries.
Altman Solon delivers actionable, data-driven results to our clients.
Our Analytics Innovation Team (AI Team) is a data science and analytics technology group that is focused on developing a suite of advanced analytics products and supporting business strategy consulting teams to meet the evolving needs of our clients.
Flat Teams, Collaborative Philosophy, Personalized Support.
Duties and Responsibilities
- Apply state-of-the-art algorithms relying on knowledge of statistical modeling, machine learning, and optimization techniques to develop solutions and/or improve the performance of existing solutions for clients.
- Build, evaluate and optimize models which incorporate machine learning and artificial intelligence including traditional and generative AI.
- Collaborate with internal project teams and external clients to understand business and insight goals, formulate hypotheses, and identify relevant KPIs and diagnostics to pursue.
- Perform queries on data to discern data anomalies and develop quality audits to ensure the accuracy of statistical models prior to delivery to clients.
- Prepare and present compelling analytical presentations and effectively communicate complex concepts to clients.
- Collaborate with project teams to formulate hypotheses, prepare data, build models, and visualize results to effectively link the data insights to client business questions.
- Provide direct supervision and guidance to junior staff.
Qualifications
The Senior Consultant, Data Science role is a mid-level position for applicants with a passion for working with large data sets and statistical models.
We seek specialists with strong problem-solving skills and a track record of achieving results, as well as a desire for the personal impact that can only be found within a boutique organization.
Candidates should have the following qualifications:
Requirements
- Fluency in English and Spanish
- Experience with applying statistics and data science tools on large datasets.
- Experience with supervised and unsupervised learning algorithms, including neural networks/deep learning, SVM, decision trees (bagging, random forests, boosting), clustering, regression, and dimensionality reduction techniques.
- Experience with delivering solutions using LLMs including embedding, RAG, prompt engineering including (DSPpy) Fine Tuning for LLMs and SLMs.
- Experience with Python and/or R machine learning libraries.
- Extensive experience with data preparation (normalization, scaling, etc.) for modelling.
- SQL mastery, including techniques for writing efficient code over large datasets.
- Ability to leverage critical data-driven thinking and enthusiasm for translating data into actionable insight to generate consistently accurate and useful analysis and models.
- Balances desire for quantitative rigor with realities of inconsistent business data.
- Attention to detail and time management delivering high quality work while meeting deadlines.
- Ability to excel as an individual contributor as well as communicate effectively with project teams.
- 2-4 years' experience specializing in data science and machine learning or comparable work experience.
Preferred
- Experience working with GCP, AWS, Azure or other cloud platforms.
- Experience using a distributed compute solution such as Spark.
- Deep knowledge of supervised vs.
unsupervised learning algorithms, including neural networks/deep learning, SVM, decision trees (bagging, random forests, boosting), clustering, regression, and dimensionality reduction techniques.
- Experience with delivering solutions using LLMs including embedding, RAG, prompt engineering including (DSPpy) Fine Tuning for LLMs and SLMs.
- Expert at model training approaches, hyperparameter tuning, tuning learning rates, and model evaluation approaches.
- Experience in mathematical modeling and optimization using tools that include linear, mixed-integer, and constraint programming.
- 3 years of experience in predictive analytics using statistical modeling techniques to conduct forecasting and other predictive modeling services using R, Python, Scala, and/or Spark.
- 1-3 year of experience in data science in a consulting environment.
Education
- Master's Degree in a quantitative field (Data Science, Statistics, Math) or related degree programs
Location
- Mexico City
We believe that diversity, equity, and inclusion are key principles for the successful operation of any business, and especially ours.
We are committed to ensuring that all employees, at all levels, feel supported, feel a sense of belonging, and are equally invested in the success of our shared work.
This starts with ensuring that we draw the most talented people from all backgrounds.
Altman Solon is an Equal Opportunity Employer and E-Verify user.
Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability, protected veteran status, or other protected status.
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Required Skill Profession
Gestión Y Estrategia, Informática, Tecnología Y Sap