Machine Learning Team Lead
4 days ago
**MECHINE LEARNING TEAM LEAD
ONLINE TRADING COMPANY - LONDON**
**UP TO £110,000 + BENEFITS**
**THE COMPANY**
**THE ROLE**
- Take proof of concept machine learning models and turn them into production ready systems
- Build MLOps infrastructure, data pipelines and API integrations on AWS and GCP
- Work closely with data scientists to promote machine learning models into functioning systems
- Provide technical leadership to a team of Machine Learning Engineers
- Deliver high-quality code
- Expand on our knowledge graph and develop more advanced recommendation algorithms
**SKILLS AND EXPERIENCE**
You have working knowledge of the latest frameworks and tools for machine learning:
- You are able to influence the team's choices of tooling by
- Presenting pros and cons of different options available
- Being responsible for selection of adequate DSML (data science and machine learning) platforms and tooling
- You are an excellent communicator, capable of communicating technical solutions to a variety of audiences
- You are able to mentor and lead a team of individuals to deliver their goals
You have knowledge of how various models work and which situations they can be deployed in:
- Knowledge of machine learning models acquired through MOOCs or work experience
- You are able to optimise models built by data scientists
- You can build adequate systems to measure performance of machine learning models in production
- Measuring production machine learning performance such as model accuracy and business value
- Building reliable pipelines for a wide range of scale and variety of data to connect models to real data
- Influencing algorithm choice and design with regards to ease of productionising and business goals
- You are able to write clean, testable Python code. Any experience with Java or Scala is a bonus
- You have working experience with big-data technology stack, Hadoop, Spark, AWS/GCP
- Good SQL skills
- Strong attention to detail
**QUALIFICATIONS**
- Essential - Degree level education in numerate discipline (computer science, engineering, physics, maths)
- Desirable - Higher level degree (MSc/PhD) in a numerate discipline
Bonus points for:
- Spark, Hadoop
- Experience with knowledge graphs
**SALARY AND BENEFITS**
£70,000-£110,000 + Benefits
**APPLY**
**KEYWORDS**
- Python, SQL, machine learning, statistics, modelling, ML, data, data science, London_
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