Manager, Data Science and Machine Learning, Audit and Assurance

Deloitte
Charing Cross, United Kingdom
3 days ago

Role details

Contract type
Temporary contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English

Job location

Remote
Charing Cross, United Kingdom

Tech stack

Microsoft Word
Microsoft Excel
Agile Methodologies
Amazon Web Services (AWS)
Azure
Cloud Computing
Encodings
Data Presentation
DevOps
Python
Machine Learning
Natural Language Processing
NumPy
Power BI
Azure
Software Construction
SQL Databases
Tableau
Test Driven Development
Large Language Models
Prompt Engineering
Deep Learning
Generative AI
GIT
Pandas
Scikit Learn
Machine Learning Operations
Docker
Databricks

Requirements

  • Strong problem-solving skills, and capable of generating original solutions to real-world problems.
  • Experience of coaching junior data scientists/analysts.
  • Experience in reviewing code and documentation to a high standard.
  • Experience in using Python (pandas, numpy, scikit-learn).
  • End-to-end experience of managing multiple data science and analytics projects in different industries and with different types of data (text, numerical, categorical).
  • Experience in project management experience in a DevOps environment.
  • Experience in using cloud environment (e.g. Azure, AWS).
  • Experience using Git.
  • Solid understanding of mathematics, probability, and statistics.
  • Deep knowledge in a range of machine learning techniques (Supervised and unsupervised).
  • Understanding of Large Language Models, Generative AI frameworks, prompt engineering, fine tuning, resource augmentation.
  • Strong communication and data presentation skills with the ability to build convincing recommendations and sell these to a non-technical audience.
  • Self-driven, able to work independently yet acts as a team player
  • Able to apply data science principles through a business lens.

Desirable (ideally, you'll have experience of one or more of the below areas) :

  • Experience of using R.
  • Familiar with, preferably experienced in, Deep Learning (e.g. RNNs, CNNs) or NLP techniques (e.g. TF-IDF, word-embedding).
  • Experience developing Generative AI projects.
  • Experience of exercising software engineering best practices. E.g. test-driven development, smart data structure and algorithm selection.
  • Experience in using cloud environment (e.g. Azure, AWS)..
  • Experience using Azure Databricks, Azure MLflow, Azure ML services and/or other ML services.
  • Experience using Excel, SQL, PowerBI, Tableau.
  • Experience using Docker and Kubernetes.
  • Experience working in an Agile development team.
  • Experience delivery data science for financial industry or large/complex organisations.

About the company

Deloitte drives progress. Our firms around the world help our clients become market leaders wherever they compete. Deloitte invests in outstanding people with diverse talents and backgrounds, empowering them to achieve more than they can elsewhere. Our work combines consulting with action and integrity. We believe that when our clients and society are stronger, so are we.

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