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Senior Consultant, Data Science

2 months ago

Singapore ALTMAN SOLON SINGAPORE LLP Full time
Roles & Responsibilities

Company Description

Altman Solon is a 600+ -person strategy consulting group that focuses exclusively on the telecommunications, media and technology (TMT) related sectors. As the largest global 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.


The Analytics Innovation Team

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.


APAC Opportunity

Altman Solon is rapidly expanding in APAC and it provides candidates to be part of that journey from the start building on highly collaborative working environment with the strategy consultant teams – ‘everyone is a problem solver’ to shape the direction of how the Analytics Innovation team builds on top of proven IP assets from other regions and creates new IP assets specific to APAC requirements.


Duties and Responsibilities

To meet the demand of growth, Altman Solon is looking for a Senior Consultant, Data Science who can play several important roles:

  • 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.


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:


Required

  • 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 LLM’s 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.
  • 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 LLM’s 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



Tell employers what skills you have

Machine Learning
TMT
Scala
Statistical Modeling
Azure
Mathematical Modeling
Predictive Analytics
SQL
Python
Data Science
Consulting