Senior Data Scientist | Artificial Intelligence
fticonsulting · London, United Kingdom ·
- Seniority
- Senior
- Category
- Data science
fticonsulting · London, United Kingdom ·
Who We Are
FTI Consulting is the leading global expert firm for organizations facing crisis and transformation. We work with many of the world’s top multinational corporations, law firms, banks and private equity firms on their most important issues to deliver impact that makes a difference. From resolving disputes, navigating crises, managing risk and optimizing performance, our teams respond rapidly to dynamic and complex situations.
At FTI Consulting, you’ll work side-by side with leaders who have shaped history, helping solve the biggest challenges making headlines today. From day one, you’ll be an integral part of a focused team where you can make a real impact. You’ll be surrounded by an open, collaborative culture that embraces diversity, recognition, professional development and, most importantly, you.
Are you ready to make your impact?
About The Role
Data scientists on FTI's AI Build Team should have a pragmatic approach to problem-solving and be capable of developing end-to-end solutions that clients can rely on in production. They should be capable of challenging their own work and finding a balance between perfection and practicality.
FTI's AI build team is technology-agnostic with software engineering expertise to deploy advanced ML/AI methodologies at scale. Our engagements include using NLP for automated document classification, geospatial modeling of electric vehicle demand, demand forecasting, predictive maintenance, price optimization, and developing and maintaining production-grade agentic RAG systems that serve the entire firm.
As a Senior Data Scientist, you will provide guidance, leadership, and mentorship to junior members of the team, while simultaneously managing smaller projects or workstreams on larger projects. You will showcase your expertise across a number of technical areas including programming, AI/ML and best practices.
What You’ll Do
Data Management
Develop and oversee comprehensive ETL processes
Design and maintain functional relational databases
Structure and perform quality control procedures for data ingestion, querying, and usages
Data Analysis
Perform exploratory data analysis and render key insights through evidenced results
Execute data quality assessments
Illustrate material understandings through coherent data visualizations
Execute and tune statistical analyses
Modeling
Manage proof-of-concepts including researching and designing the approach
Design modelling approach and identify appropriate metrics from both a technical and business KPI perspective
Manage the model lifecycle including logging model parameters and metrics and storing artifacts
Take ownership of model quality control
Productionize models including ongoing monitoring
Engineering
Develop data pipelines and models that are well designed and auditable
Develop production ready code that is scalable, maintainable, and adheres to best design principles
Set standards and promote best practices for engineering in the team.
Communication
Frequently partner with internal and external stakeholders both technical and non-technical
Lead meetings with internal and external stakeholders to showcase results
Coach and mentor junior data scientists
This is an excellent opportunity for a person with proven data science experience to join a growing, dynamic team, and work on a variety of projects in a wide range of industries. Data Scientists will have opportunities to collaborate laterally and vertically, internally, and externally, as well as contribute to projects through developing various approaches to complex issues
How You’ll Grow
We are committed to investing and supporting you in your professional development and we have developed a range of programs focused on fostering leadership, growth and development opportunities. We aim to promote continuous learning and individual skills development through on-the-job learning, self-guided professional development courses and certifications. You’ll be assigned a dedicated coach to mentor, guide and support you through regular coaching sessions and serve as an advocate for your professional growth.
As you progress through your career at FTI Consulting, we offer tailored programs for critical professional milestones to ensure you are prepared and empowered to take on your next role.
What You Will Need to Succeed
Experience in managing and ideating a proof-of-concept.
Experience leading workstreams in larger productionised solutions.
Experience in coaching and training junior resources.
Basic Qualifications
Bachelor's degree in Math, Physics, Computer Science, Statistics, or equivalent qualifications
A few years of data science experience
Ability to travel to clients and FTI office(s)
Technical Platform Requirements
Proficiency in the following computing language: Python including in depth knowledge of object-oriented programming and design principles.
Proficiency in the following query languages: SQL including strong knowledge of database structure and efficiency.
Proficiency in the following version control language: Git
Proficiency in any of the following AI/ML frameworks: Huggingface, Torch, Tensforflow, Scikit-Learn, and Spacy
Experience in of any of the following additional platforms related to MLOps: MLFlow, dbt, Docker, Kubernetes.
Experience with working cloud environments such as AWS
Technical Concept Requirements
Experience in any of the following AI/ML topics within a work context: Natural Language Processing (NLP), Forecasting, Clustering, Recommendation Engines, Network Analysis (Graph Theory), and Regressions with the ability to discuss in depth the design decisions.
Experience in any of the following AI/ML concepts: Cross Validation, Ensemble Methods, Over/Under Fitting, Accuracy/Precision/Recall, RAG, Agents.
Understanding of AI/ML performance measurement best practices including but not limited to how to build and apply a QA/QC framework and knowledge of drift, bias, and fairness.
Experience in any of the following computer science concepts: Hashing, Space Complexity, and Parallel Processing (Multiprocessing)
Ability to work with Linux/*nix systems, bash scripting, SSH (with some instruction).
Experience in a Solution Architect role, with a demonstrated ability to design technical solutions including but not limited to Database Design, ModelOps, and Orchestration.
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FTI Consulting is an equal opportunity employer and does not discriminate on the basis of race, color, national origin, ancestry, citizenship status, protected veteran status, religion, physical or mental disability, marital status, sex, sexual orientation, gender identity or expression, age, or any other basis protected by law, ordinance, or regulation.