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Data Science Professional
Outer Ring Road, Bellandur, Bengaluru, India
What I’ll be doing – your accountabilities
Design, develop, deploy, and maintain production-grade scalable data transformation, machine learning and deep learning code, pipelines.Manage data and model versioning, training, tuning, serving, experiment and Build and maintain tools and infrastructure for data processing for AI/ML development initiatives. evaluation tracking dashboards.
Job Responsibilities
• Automating machine learning model deployment
• Bridges the gap between ML development and operations .Ensures smooth deployment and management of ML models in production
• Streamlines ML lifecycle- data preparation and training to deployment and monitoring.
• Automating CI/CD pipelines to account for data, code, and model changes
• Enhances reproducibility and scalability of ML workflows.
• Setting up automated model retraining
• Proactively identify hidden problems and patterns in data and uses these insights to drive improvements
• Contribute to software engineering communities of practice and events that explore new and emerging technologies
• Adds to team culture of diversity, equity, inclusion, and respect
Skills required for the job
• 5 years experience building production-quality software.
• Experience deploying machine learning models into production environment.
• Strong DevOps, and ML background with Cloud platforms
• Fluency in Python and SQL
• Comfort with Linux administration
• Experience building custom integrations between cloud-based systems using APIs
• Experience in containerization and orchestration (such as Docker, Kubernetes)
• Experience with ML training/retraining, Model Registry, ML model performance measurement using ML Ops open source frameworks.
• Experience building/operating systems for data extraction, ingestion and processing of large data sets
• Experience with CI/CD
• Experience in Docker and Kubernetes
• Familiarity with one or more MLOps frameworks like(MLFLow,KubeFlow, Airflow,etc.)
• Experience in tools like github/gitlab
• Experience working on large scale, distributed systems
About us
BT is part of BT Group, along with EE, Openreach, and Plusnet.
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 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.
This is your chance to make a real difference to the world: to be part of the digital transformation of countless lives and businesses. Grab it.
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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