Senior Manager, Data Automation

icon building Syarikat : Informa Tech
icon briefcase Jenis Pekerjaan : Sepenuh Masa

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Penerangan Pekerjaan - Senior Manager, Data Automation



Do you want to make an impact?

Informa Tech sits at the heart of a thriving business technology community.

And by providing market insight and market access across multiple specialist technology markets, we connect, inform and inspire the technology industry to build a better, more sustainable world and start conversations that really matter.

At Informa Tech, you'll be joining a vibrant community of over 2000 colleagues across 19 locations, and a fast-paced international company that’s part of the UK’s FTSE 100 group of leading businesses. Where else can you rub shoulders with big brands and leading experts, in exciting places, alongside some of the most respected colleagues in our markets?

Job Description

  • Customised Python development : contribute to internal and/or external libraries by raising issues, adding documentation and/or contributing new features; write clean, re-usable code, expertise in optimizing code, and the ability to perform code reviews for colleagues
  • Data Domain knowledge : proven understanding of data sources and data and analytics requirements in Python and text mining with experience in data analysis or other enterprise platform operations activities.
  • Right approach/tool choice : deep understanding of a wide range of commonly available Data Science approaches and tools and choose the right ones to solve the problem
  • Data Manipulation : understand the lifecycle of the data and the data systems deployed in your team; make changes to the data tech stack; write and maintain advanced data pipelines; have expert Python skills; handle all types of data (e.g., streaming, structured, unstructured data)
  • NLP and Machine Learning : understand and have applied a range of Natural Language Processing and machine learning methods to build data science algorithms (e.g., text mining and sentiment analysis)
  • Operationalising Data : Proven expertise in bringing data and operations to scale, previous experiences including platforms such AWS, Azure or GCP.
  • Scalability, Reliability, Maintenance : proven experience in building scalable and re-usable systems and automating operations

Qualifications

  • An experienced Data Automation expert with the ability to understand various data structures and standard methods in data collection activity and transformation would be an asset.
  • More than 4 years of working experience with good pattern recognition, web scraping, text mining, machine learning and predictive modelling skills is highly desirable.
  • Able to prototype and deploy text mining and other NLP and machine learning models.
  • Deep understanding of language processing technologies and language models.
  • Experience with AWS, Azure or GCP Data Science framework/tools will be an advantage.
  • Work independently or in a team to solve complex problem statements
  • Work closely to provide cross-functional solutions for the various business units to develop various descriptive, predictive or prescriptive models.
  • Confidently solve business problems by proposing automation solutions, explore various approaches to validate business findings and hypothesis, and finally articulate these findings and methodologies used.
  • Be directly involved in running experimentation projects in a methodical manner and regularly evaluate alternate models via theoretical approaches.
  • Strong desire to solve tough problems with a can-do attitude.
  • Think out of the box and innovate in all possible perspectives.
  • Ability to write and present results to both technical and non-technical audiences.
  • Developers who are keen to transition to Data Science will be considered.
  • Fluency in English is a must.

Additional Information



You can make a real impact at Informa Tech, because what we do matters – and we do it at scale. Informa Tech is a division of Informa, where no two days are the same and you’ll find the freedom, opportunity and support of a fantastic community.

Our benefits include: 

  • Competitive Leave Policy (Annual Leave, Birthday Leave, Voluntary Leave and many more!) 

Employee experience is very important to us. On top of joining a supportive, diverse and ambitious team that welcomes all types of candidates. We are also flexible with different working patterns and prioritise promotions internally.

We know that sometimes the 'perfect candidate' doesn't exist, and that people can be put off applying for a job if they don't fit all the requirements. If you're excited about working for us and have most of the skills or experience we're looking for, please go ahead and apply. You could be just what we need! We believe strongly in the value of diversity and creating supportive, inclusive environments where our colleagues can succeed. As such, Informa is proud to be an Equal Opportunity Employer. We do not discriminate on the basis of race, color, ancestry, national origin, religion, or religious creed, mental or physical disability, medical condition, genetic information, sex (including pregnancy, childbirth, and related medical conditions), sexual orientation, gender identity, gender expression, age, marital status, citizenship, or other protected characteristics under local law

See how Informa handles your personal data when you apply for a job here

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