Machine Learning Operations Specialist

One Braham (4140), London, United Kingdom

BT Group

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London, Birmingham or Bristol

3 days in the office/ 2 days wherever

 

About EE

We’re EE. We are the biggest mobile and broadband operator in the UK and we have a relationship in every second household in the country. But we’re for everyone, on any network – serving up new tech, new services, and heaps of inspiration for every aspect of your connected life.

 

We’ve been awarded the UK’s best network for the last 10 years. It’s central to our vision – to be the most personal customer-focused technology company in the UK.

 

That means earning a place on customers’ home screens by offering them more than ever before, whether that’s helping their home run smarter with EE Home, levelling up their play with EE Game, helping them work on their terms with EE Work, or even unleashing their kids’ learning with EE Learn. 

 

We’re also part of BT Group, which we’re even bigger than you might think. Millions of people rely on us every day to help them live their lives, power their businesses, and keep their public services running. We connect friends to family, clients to colleagues, people to possibilities. We keep the wheels of business spinning, and the emergency services responding. 

 

We think we’ve got something special here. We want everyone to feel proud about working at EE – and feel excited about where we’re going and what we’re going to do. Want to join in? 

 

Why this job matters

In this job you’ll be supporting the consumer commercial data science team to deliver solutions that meet the business’ strategic direction.

 

As part of the machine learning operations team, you will lead on developing tools and frameworks to deploy and manage our models as resilient applications or pipelines. You will also build out our operations monitoring and manage the platform the data science team operates within.

What you’ll be doing

  • Maintaining templates developed to streamline model deployment
  • Building out our data and concept drift monitoring
  • Developing tools that abstract engineering problems away from the data science team
  • Deploying infrastructure via CICD pipelines
  • Reviewing the data science team’s code to ensure quality prior to deployment
  • Reimplementing prototypes from the data science team to be production grade
  • Working to optimize our platform from a FinOps perspective

The skills and experience you will have under your belt

  • Infrastructure as code frameworks such as terraform
  • GitOps tools such as gitlab CI or Jenkins
  • Comfortable managing cloud environments (GCP preferred)
  • Experience with k8 desirable but not a requirement
  • Experience developing REST or RPC endpoints
  • Highly proficient python programmer
  • Previous work experience as a software engineer or DevOps engineer highly desirable
  • Knowledge of advanced statistics desirable but not a requirement
  • Hands on experience using big data technologies such as Spark.

What's in it for you? What are the benefits?

BT, we entertain, educate and empower millions of people every single day. We’re a brand built on connecting people – whether that’s friends, family, businesses or communities. Working here, you’ll receive an attractive salary and a range of competitive benefits, but – more than that – you’ll be joining an ambitious organisation with a culture of togetherness, collaboration and inclusivity, that takes a genuine and proactive interest in your progress and development. 


•    Competitive salary
•    25 days annual leave (plus bank holidays)
•    10% on target performance bonus
•    Life Assurance
•    Pension scheme if you pay in 5% BT will pay in an additional 10%
•    Option to join the Healthcare Cash Plan or other benefits such as dental insurance, gym memberships etc.
•    50% off EE mobile pay monthly or SIM only plans
•    Exclusive colleague discounts on our latest and greatest BT broadband packages
•    BT TV, including TNT Sport and the NOW Entertainment membership, and 25% off NOW Sport, Cinema and Kids
•    50% discount for friends and family on EE SIM only plans
•    World class training and development opportunities
•    Volunteering days so you can give back to your local community

BT is an equal opportunities employer. We’re working hard to create an inclusive working environment, where people from all backgrounds can succeed. We want to make sure your recruitment experience is the best it can be – so, if you’re selected for an interview, please let us know if there’s any adjustments we can make that would be helpful for you.

Our leadership standards

Looking in:
Leading inclusively and Safely
I inspire and build trust through self-awareness, honesty and integrity.
Owning outcomes
I take the right decisions that benefit the broader organisation.

Looking out:
Delivering for the customer
I execute brilliantly on clear priorities that add value to our customers and the wider business.
Commercially savvy
I demonstrate strong commercial focus, bringing an external perspective to decision-making.

Looking to the future:
Growth mindset
I experiment and identify opportunities for growth for both myself and the organisation.
Building for the future
I build diverse future-ready teams where all individuals can be at their best.

We value diversity and celebrate difference. ‘We embed diversity and inclusion into everything that we do. It’s fundamental to our purpose: we connect for good.’ 

We all stick to the same values: Personal, Simple, and Brilliant. From day one, you’ll get stuck in to tough challenges, pitch in with ideas, make things happen. But you won’t be alone: we’ll be there with help and support, learning and development. 

 

A FEW POINTS TO NOTE:

Although these roles are listed as full-time, if you’re a job share partnership, work reduced hours, or any other way of working flexibly, please still get in touch.

We will also offer reasonable adjustments for the selection process if required, so please do not hesitate to inform us.

DON'T MEET EVERY SINGLE REQUIREMENT?

Studies have shown that women and people who are disabled, LGBTQ+, neurodiverse or from ethnic minority backgrounds are less likely to apply for jobs unless they meet every single qualification and criteria. We're committed to building a diverse, inclusive, and authentic workplace where everyone can be their best, so if you're excited about this role but your past experience doesn't align perfectly with every requirement on the Job Description, please apply anyway - you may just be the right candidate for this or other roles in our wider team.

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* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰

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Tags: Big Data DevOps Engineering GCP GitLab Jenkins Machine Learning Model deployment Pipelines Python Spark Statistics Terraform

Perks/benefits: Career development Competitive pay Fitness / gym Health care Salary bonus

Region: Europe
Country: United Kingdom

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