Machine Learning Engineer

  • Splashlight & Telmar
  • London, UK
  • 15/01/2022
Full time Machine Learning Big Data Data Management Biostatistics

Job Description

Machine Learning Engineer

Tech - Remote

Telmar is the global leader in advertising and media solutions, providing the most influential agencies, media owners and planners with innovative cloud-based tools to help create, plan and predict the most successful media campaigns. For more than 50 years, leading media and advertising agencies have relied on Telmar's innovative cross-media and data analytics solutions to create the most successful media campaigns worldwide. Telmar is a truly international company with over 25,000 users and 600 customers worldwide. Our team of media experts has a global presence with locations around the world including New York City, London, Toronto, Johannesburg, Paris, Amsterdam, Shanghai, Singapore and Hong Kong. For more information about Telmar and its solutions, please visit: www.telmar.com

Role Summary

The Machine Learning Engineer at Telmar will provide expertise to manage AI and data science features projects over their full lifecycle. The Machine learning engineer provides assistance to define product roadmaps, analyze data science solutions to develop new products, and improve current Machine Learning solutions. They provide direction to build an efficient Machine Learning architecture that will enable world leading solutions to be shipped to customers in an efficient manner. Finally, they will help build and maintain AI and data pipelines, deploy them at scale and manage their cost efficiency.

Our engineers work as a team and are responsible for the entire end-to-end process, from research to production. The Machine Learning engineer will provide guidance to his fellow engineers and help them grow professionally. They will also work on recruiting talent to help build a passionate Machine Learning team.

The ideal candidate is a Machine Learning Engineer with hands-on experience, solution oriented and with a passion about machine learning, data analytics, and big data technologies.

Professional Skills

  • Master's degree or above in computer science or software/computer/IT engineering fields or equivalent experience (MOOCs)
  • 5 years of work experience in Machine Learning.
  • Mastery of Python and the PyData stack (pandas, numpy, scikit-learn...) and other ML tools (MLFlow, Metaflow, PyTorch)
  • Mastery of classical machine learning algorithms for clustering, classification, regression, data preprocessing.
  • Experience with AWS or other cloud services to build machine learning delivery systems.
  • Experience of SQL and NoSQL databases (PrestoDB, RDS, MongoDB, ...)
  • Experience with Continuous integration (CircleCI/github actions, Docker, python testing tools)
  • Knowledge of serverless architectures (Lambda, StepFunctions, Athena, Kinesis, Glue...).
  • Excellent communication skills
  • Good english level (C1, C2)

The following experience will be particularly advantageous:

  • Experience with pyspark
  • Experience with other scripting languages such as bash, Makefile.
  • Experience in task parallelization (local multiprocessing or distributed systems)
  • Effective time management, including planning and project management tasks
  • Contributor or owner of GitHub repositories

Telmar's Perks

  • Remote working
  • “Take your time” Unlimited holiday policy
  • Flexible working
  • Private Medical cover
  • DiSC Assessment (improve teamwork, communication, and productivity)
  • We provide each Telmar employee with a framework for holistic and regular 360° feedback as well as for personal and professional development, enabling you to master daily challenges and continuously develop your own skills further via self-learning tools and formal training
  • Employee Assistance Program (24/7)
  • Weekly open door meeting with CEO and the HR Team
  • Summer Team Building Events
  • Christmas Parties
  • Office gatherings (when C-19 restrictions allow it)
  • Random coffee dates every other week
  • Meeting free Fridays

We are on an ambitious global journey at Telmar, no two days are ever the same and we’re therefore looking for people who can adapt quickly to this ever evolving environment. In return, our multinational; best-in-class team will support your desire to grow as an individual and challenge you in new roles. We are proud of the team and believe that our diversity has made us more successful. We are therefore keen to recruit candidates from all backgrounds. Telmar provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type.

OUR MOST VALUABLE INTELLIGENCE IS NOT ARTIFICIAL