Specialist, ML & Predictive Intelligence

Job Description

* Your title Your subtitle -->Our mission is to break down the barriers of today to release the potential of tomorrow. Join us today and release yours.There are two things that we want to share with anyone considering joining us.Firstly, we ve got big ambitions for our colleagues and the future of the organisation. These include our vision that inclusion and accessibility drive every conversation we have and every decision we make. We want our workforce to fully represent the communities and customers we serve, because a diverse business is a better business. We value every colleague, their diversity and the contribution that they make. When we say you re welcome at BT, we really mean it.Secondly, the one thing the pandemic has taught us is that a lot of current and future colleagues, where and when possible, want to embrace hybrid working. Therefore, we are introducing smart working at BT. Smart working means having the flexibility to choose, as a team, how and where you work depending on your team s deliverables and needs; when you are at your shared core location to connect with others and when not. It may not be for every role, and, as part of the recruitment process, you ll have the chance to discuss smart working and how it might work for the job you are applying for.About this roleThis Job Matters as it provides technical expertise, delivering automation solutions that provide business value and meet customer requirements, including necessary designs, documentation, tools, testing, deployment and in-life support. The role defines Operations in AI/ML perspective by using industry standard tools and practices. In today s IT estate with many microservices, the data that every service generates is humungous and distributed. One of the major difficulties for the operations team is to aggregate and co-relate the data that can help them deliver proactive and predictive monitoring of applications. This role would be responsible for strategizing the procedure, tools and implement them in the best possible ways to ensure we have predictive and proactive measures on the operations, including the feedback loops.Youll have the following responsibilitiesApplies specialist expertise to deliver technical work that is typically unique, complex, and high impact across multiple domains and/or requiring both breadth and depth of domain knowledge.Excellent knowledge of the various components of the IT infrastructure, including server infrastructure, the interwar period, database and application architectures, and cloud components.Expertise in Data collection and aggregation techniques from variety of applications on the IT stack. The role needs to implement data collection and aggregation from multiple applications on the stack, and regulate the application and system logging.Expertise in implementing AI and ML methodologies on the aggregated data using tools (like Dynatrace) or any other available standard methods.Understand and build Google or other Cloud AWS infrastructure including API Gateways, Cognito and WAF using code references, using Serverless framework, Cloud formation.Identify and prioritize key areas of the operations where AI solutions can drive significant business benefit and drive MLOps culture.Expert in machine learning to help us extract value from our production data. You will be responsible for processes from data collection, cleaning, and preprocessing, to training models and deploying them to production.Expertise in any core programming languages like java, go, python and ops tools like Jprofiler, Eclipse MAT, dynatrace, new relic, elk etc.Cloud certified (AWS/GCP/CKAD) or currently in the process of getting certified is preferred.Lead technical discussions and sharing within own team and across teams.Work independently, with limited day-to-day guidance from leadership.Demonstrates thought leadership, technical expertise and a strong customer focus.Change Agent: Supports Change programmes and acts as a positive role-model during times of ambiguity, ensuring effective outcomes.Commercial Thinker: Uses understanding of internal commercial insight and latest external thinking to develop & implement ideas that benefit BT.Customer Champion: Establishes customer needs, uses operational & technical expertise to deliver brilliant experiences.Solution Focussed Achiever: Identifies and implements plans to overcome obstacles and achieve ambitious goals.Youll have the following skills & experienceThe ideal candidate will be passionate about artificial intelligence and stay up-to-date with the latest developments in the field.Analyzing and building the ML algorithms that could be used to solve a given problem and ranking them by their success probability. Also includes finding available datasets online that could be used for training.Defining validation strategies.Defining the preprocessing or feature engineering to be done on a given dataset.Defining data augmentation pipelines.Training models and tuning their hyperparameters.Analyzing the errors of the model and designing strategies to overcome them.Deploying models to production.Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas.Expertise in visualizing and manipulating big datasets.Story-telling with data: strong skills in building the case for change, drawing on data and analytical techniques where appropriate, and communicating this to business audiencesBusiness acumen: Knowledgeable to translate business strategy into the necessary operational readiness of our systemsTechnical Knowledge: Can give comprehensive & technical specialised advice on emerging new Technologies. Provide guidance and counsel on complex and unfamiliar situations and leverages other experts to develop solutions.About BTBT has a key role in British society, fostering change and leading technology innovation. From delivering the Olympics, to supporting the emergency services, to investing more into research than any other UK technology company, we take pride in everything we do - and in the people who work here.Were now a global company operating at the forefront of the information age, employing 90,000 people in 180 countries. And were on a mission. Guided by our core values of Personal, Simple and Brilliant our goal is to help customers, communities and businesses overcome barriers and release their potential.So, if youre interested in the power of potential, why not join us today and release yours You can read more here about what its like to work at BTHow to ApplyIts easy to apply online; you just need a copy of your up-to-date CV and to follow the step-by step process. Dont worry if you need to make changes - youll have the opportunity to review and edit your work on the final page. We look forward to receiving your application,

Keyskills :
analytical techniquesdata collectionnew relicsmart working