Software Engineering Professional

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Why this job matters

We are searching for a proficient AI/ML engineer who can help us to extract value from our data. The resource will be responsible for E2E processes including data collection, cleaning & pre-processing, training of the models and deployment in all production and non-production environments.

What you’ll be doing

•    Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.
•    Analysing the ML algorithms that could be used to solve a given problem and ranking them by their success probability.
•    Analysing the ML algorithms that could be used to solve a given problem and ranking them by their success probability.
•    Verifying data quality, and/or ensuring it via data cleaning.
•    Supervising the data acquisition process if more data is needed.
•    Defining validation strategies
•    Defining the pre-processing or feature engineering to be done on given data.
•    Defining data augmentation pipelines.
•    Training models and tuning their hyperparameters.
•    analysing the errors of the model and designing strategies to overcome them.
•    Perform statistical analysis and fine-tuning using test results.
•    Train and retrain systems when necessary.
•    Strong knowledge on model deployment pipeline – MLOPS and knowledge of AWS/GCP deployment.

Skills Required

•    Proven experience (4 or more years) as a Machine Learning Engineer/ Artificial Intelligence Engineer or similar role.
•    Solving business problems using Machine Learning algorithms, Deep Learning/Neural Network algorithms, Sequential model development, and Time series data modelling.
•    Experience with Computer Vision techniques, Convolutional Neural Networks (CNN), Generative AI, and Large Language Models (LLMs)
•    Experience with deploying models using MLOps pipelines.
•    Proficiency in handling both structured and unstructured data, including SQL, BigQuery, and DataProc.
•    Hands-on experience with API development using frameworks like Flask, Django, and FastAPI.
•    Automating business and functional operations using AIOps.
•    Experience with cloud platforms such as GCP and AWS, and tools like Qlik (Added advantage)
•    Understanding of data structures, data modelling and software architecture.
•    Expertise in visualizing and manipulating big datasets.
•     Deep knowledge of math, probability, statistics and algorithms.

•    Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas. Knowledge in R or Java is a plus.

•    Proficiency in TensorFlow or Keras and OpenCV is a plus. 
•    Excellent communication skills.
•    Team player.
•    Outstanding analytical and problem-solving skill.
•    Familiarity with Linux environment.
•    Low to medium familiarity with JIRA, GIT, Nexus, Jenkins etc is a plus.
•    Minimum educational qualification: BE/B.Tech or similar degree in relevant field. 

The skills you’ll need

TroubleshootingAgile DevelopmentDatabase Design/DevelopmentDebuggingProgramming/ScriptingMicroservices/Service Oriented ArchitectureVersion ControlIT SecurityCloud ComputingContinuous Integration/Continuous Deployment Automation & OrchestrationSoftware TestingApplication DevelopmentAlgorithm DesignSoftware Development LifecycleDecision MakingGrowth MindsetInclusive Leadership

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.

With over 175 years of heritage, BT is now the flagship business brand of BT Group. We’ve brought together our best people and capabilities into a B2B powerhouse serving 1.2 million business customers internationally.

We’re a global leader for secure connectivity and collaboration platforms for businesses of all shapes and sizes, from big household names and government departments, right through to sole traders and new start-ups. But it’s not just the technology that matters, it’s what it can do to help them build stronger, smarter, more secure businesses.

We value diversity and inclusion and believe in making a positive impact. We connect for good by championing digital inclusion and equipping people, businesses, and communities with digital skills to thrive.

As a member of our team, you will be part of an organisation that celebrates difference, fosters innovation and provides you with opportunities to be your best. With millions of businesses relying on us daily, joining BT means you can be part of a diverse and multi-skilled team that makes a significant impact to society.

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.