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Professional Machine Learning Engineer

Volvo Group -
Bengaluru, Karnataka

Apply Now

Job details

7 hours ago

Qualifications

TensorFlow
CI/CD
Azure
Doctoral degree
Spark
Master's degree
Microservices
Machine learning
Continuous integration
Data science
AI
Communication skills
Python

Full job description

Transport is at the core of modern society. Imagine using your expertise to shape sustainable transport and infrastructure solutions for the future. If you seek to make a difference on a global scale, working with next-gen technologies and the sharpest collaborative teams, then we could be a perfect match.

Who are we?

At Decision Intelligence in Volvo Production Logistics, we work in networks and self-forming teams, making decisions together in our communities where we have data and knowledge. Our cultural transformation brings joy, energy, and results. We always try new things, love teaching and coaching. We explore new technologies and ways of working, evolving every day, every week. We work for end-to-end orchestration and find ways to augment all teams on an energizing journey. Transforming is us.

We are in the AI age, exploring new technologies and solutions with the aim of developing a future competitive edge for the Volvo Group. You will play an important role in creating the supply chain of the future.

What you will do

The supply chain business is changing, and as our Machine Learning Engineer you will play an important role in digitalization where automated supply chain business processes are transforming business and people.

In Volvo Group Production Supply Chain, you will collaboratively be part of our technical transformation journey, building needed capabilities in a more and more digitalized business. As our first spearhead in ML Engineering you will be part of designing and applying our MLOps solution and journey – bridging data science and software engineering and facilitating industrialization of exploratory ML models to production.

Among your responsibilities you’ll find:

Drive MLOps/ModelOps architecture and concept application for Production Supply Chain
Develop and manage automation of model deployment pipelines
Systematic observability of models and ML pipelines
Develop and manage model repository
Collaborate with data scientists in model industrialization
Support architectural readiness of explorations and technical feasibility to facilitate implementation of models in digital products.

Who are you?

You get energy from development that makes it all come together, operationalizing automated decisions integrated into digital products in a cloud (Azure) ecosystem of micro services. You bring expertise in MLOps; standardize and automate deployment and management of ML and GenAI models, operationalization of ML pipelines, versioning and CI/CD of ML models, systematic model observability and have knowledge of concepts such as On-line training, AutoML, Model competition and Decision Intelligence. To feel at home in the current architecture you need to have extensive experience in Azure ML, Databricks, ML Flow and Azure Data factory. You have experience in deploying ML/AI-powered web application in a cloud environment.

As a master of your craft, you care about the quality and development methods and take pride in seeing the ML Engineering competence among more junior developers rise from your guidance. Being part of a technical transformation, your communication skills will be important, and we believe you are a person who feels for the communities you are in, listening closely to understand the stakeholder’s context. You can assume leadership when needed and want to be an integral part of a learning organization.

You are proficient in Python, Spark, Tensorflow/Pyspark and CUDA. We think that you have more than 2+ years’ experience in the field of ML engineering and a senior academic background, like a PhD.

We value your data privacy and therefore do not accept applications via mail.

Who we are and what we believe in
We are committed to shaping the future landscape of efficient, safe, and sustainable transport solutions. Fulfilling our mission creates countless career opportunities for talents across the group’s leading brands and entities.

Applying to this job offers you the opportunity to join Volvo Group. Every day, you will be working with some of the sharpest and most creative brains in our field to be able to leave our society in better shape for the next generation. We are passionate about what we do, and we thrive on teamwork. We are almost 100,000 people united around the world by a culture of care, inclusiveness, and empowerment.

Trucks Technology & Industrial Division hire team players who are ready to create real customer impact. Our decentralized teams work close to our customers, with speed and autonomy, to build what they truly need.
Join us to collaborate on innovative, sustainable technologies that redefine how we design, build, and deliver value. Bring your curiosity, your expertise, and your collaborative energy, and together, we’ll turn bold ideas into tangible solutions for our customers and contribute to a more sustainable tomorrow.

Apply Now

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