Lead AI Engineer – Reed.co.uk


Our Company: Faethm by Pearson is an augmented analytics platform that provides scenario-driven predictive analytics on the impact of external trends on the workforce. Our SaaS AI-driven capability is the world’s data source for navigating external impacts like AI/ robotic technologies, the evolution of work, and Covid-19 on the workforce. Our data, analytics and insights help clients evaluate the impact of these trends on any economy, industry, organisation, or job to suggest viable transition pathways for impacted employees into ‘future proof’ career pathways.

The role: Our business is expanding quickly and we need a brilliant, experienced engineer to help drive and support our data and machine learning capabilities. Collaborating closely with Faethm’s data science and engineering teams, the Lead AI/Data Engineer ensures machine learning workflows can meet the needs of our products and clients.

You will lead a London based Data Engineering team in a hybrid environment, while coordinating with other teams across the world. In addition, you will mentor and support Faethm’s Data Scientists and other data professionals with ongoing training and assistance, acting as a key expert on data engineering concepts and tools (such as the SDLC, coding practices, GitHub and Jira).

What you will do:

  • Leading a London based team of Data Engineers to deliver great results

  • Providing visibility into Faethm’s data science capabilities to the broader Faethm product and engineering teams.

  • Overseeing Faethm’s data science infrastructure, including monitoring production workflows and maintaining critical infrastructure components.

  • Identifying and developing enhancements to our infrastructure capabilities to meet emerging requirements (such as the research and development, security and regulatory needs).

  • Keeping up to date with new data science and data engineering technologies.

  • Optimising deployment of ML pipelines for accuracy and rapid experimentation.

To be successful in this role, you’ll ideally have:

  • Experience in a senior engineering role or leading a small team

  • A broad understanding of the numerous technologies and methods used by data scientists and engineers to deliver production-grade data science outcomes

  • Strong communication and collaboration skills to work effectively with other engineers and analysts in both office-based and remote working environments

  • An ability to build relationships with stakeholders and peers across the organisation

  • Excellent analytical, problem-solving and research skills

  • A strong desire and ability to learn new tools, architectures and programming languages and demonstrate essential concepts to others

  • Experience using Python for data science workflows (such as jupyterlab, papermill, pandas, scikit-learn, xgboost, keras, etc)

  • Experience developing infrastructure-as-code with AWS (CloudFormation)

  • An understanding of core AWS components and awareness of emerging landscape

  • An understanding of container technologies (Docker, ECS/EKS, etc) to build and execute tasks in reproducible environments

  • Awareness of GitHub, AWS and testing components used to deploy CI/CD pipelines

  • Knowledge of NLP concepts including transformers, Seq2Seq models and embeddings and efficient processing of large volumes of text

  • At least 3 years of production SQL and Relational Database experience. Knowledge of Postgres, Redshift, Snowflake, Athena, and/or Databricks regarded favourably

  • Strong SQL and Regex skills

  • An ability to mentor and support data science and engineering peers on advanced algorithm concepts and implementation

Join Faethm by Pearson and you will: Work for an inventive, purpose-driven and civic-minded company with an ambitious but realisable mission and vision that tackles a very real and globally important issue. People are our secret sauce, at Faethm we pride ourselves on working hard and having fun! What are you waiting for? come and work with an amazing team of professionals, in an autonomous, agile, yet supportive, flexible and fun environment!

Faethm is an equal opportunity employer. We find excellence in diversity and are committed to creating an inclusive environment for all employees.

#LI-SG

Job: RESEARCH AND DEVELOPMENT

Organization: Workforce Skills

Schedule: FULL_TIME

Req ID: 6493



Source link

Leave a Reply

Your email address will not be published.