> job detail
D
đ˝Other
Sr Software Engineer, Data & AI Platform (Bangalore, IN)
Dolby ¡ Bangalore, IN
// classified as
Other (Adjacent or hard to classify.)
posted
<1d ago
location
Bangalore, IN
languages
python
tools
excel, kubernetes, mlflow
> stack
pythonexcelkubernetesmlflowsagemakerpytorchtensorflow
> education
masters
> description
<p><span style="font-family:verdana, geneva, sans-serif">Join the leader in entertainment innovation and help us design the future. At Dolby, science meets art, and high tech means more than computer code. As a member of the Dolby team, youâll see and hear the results of your work everywhere, from movie theaters to smartphones. We continue to revolutionize how people create, deliver, and enjoy entertainment worldwide. To do that, we need the absolute best talent. Weâre big enough to give you all the resources you need, and small enough so you can make a real difference and earn recognition for your work. We offer a collegial culture, challenging projects, and excellent compensation and benefits, not to mention a Flex Work approach that is truly flexible to support where, when, and how you do your best work.</span></p><p> </p>
<p><span style="font-family:verdana, geneva, sans-serif">At Dolby, weâre changing the way the world experiences sight and sound. We enable people to experience music and movies; videos and pictures in all its intended grandeur and make life & work more meaningful and immersive. We give technology to the worldâs content creators, owners, and distributors; manufacturers of TV, Mobile, and PC; and social and media platforms; so that they can truly delight their customers. We're the ones behind the astounding sound and sight experiences in the movie theaters and in your living room; on your mobile phones and on the internet.</span></p>
<p>Â </p>
<p><span style="font-family:verdana, geneva, sans-serif"><strong>What youâll do</strong></span></p>
<p><span style="font-family:verdana, geneva, sans-serif">Weâre building a unified data and AI/ML model development and training platformâsimilar in ambition to those platforms at other media technology companiesâto accelerate our entire AI/ML lifecycle from data preparation and feature computation to experimentation, large-scale distributed training, evaluation, deployment, and governance & observability.</span></p>
<p><span style="font-family:verdana, geneva, sans-serif">As a Senior Software Engineer, you will design and implement core platform services exposed through highâquality APIs and SDKs for a platform that seamlessly integrates data systems, compute orchestration, and AI/ML tooling. These abstractions hide infrastructure complexity and maximize practitioner velocity across Dolby teams working on audio, video, personalization, content understanding, and generative AI. A major focus is creating horizontal, reusable componentsâfeature pipelines, embedding services, training/evaluation frameworks, SDKs, and model management APIsâto simplify the endâtoâend AI/ML lifecycle. Inspired by integrated Data and AI/ML platforms that excel in standardized workflows, developerâfriendly integrations, evaluation rigor, and observability, this role ensures Dolbyâs internal teams can innovate without reinventing foundational infrastructure.</span></p>
<p><span style="font-family:verdana, geneva, sans-serif">Youâll partner closely with AI/ML researchers/engineers, data engineers, and product teams to deliver a paved-path developer experience: from a laptop run to multi-node, GPU-accelerated training; experiment tracking & lineage; model packaging with evaluation hooks; and continuous delivery to production.</span></p>
<p>Â </p>
<p><span style="font-family:verdana, geneva, sans-serif"><strong>Key Responsibilities:</strong></span></p>
<ul>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Design and build platform primitivesâPython SDKs, platform APIs, and templatesâthat enable reproducible experiments, configuration-as-code workflows, model lineage, and artifact tracking, which enable seamless promotion from research to production.</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Create developer tools to elevate development experienceâCLIs, UI, dashboards, visualization layersâthat simplify platform operation and multi-stage workflows.</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Implement and scale distributed training systems (multi-node GPU workloads) on top of Kubernetes and cloud-based orchestration foundation.</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Build large-scale evaluation frameworks for offline tests, shadow deployments, and A/B experimentation.</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Implement model/dataset versioning, approvals, lineage tracking, retention, and compliance hooks.</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Partner with AI/ML research, platform engineering/MLOps and infrastructure, and data engineering teams to generalize workflows into reusable frameworks.</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Partner with platform engineering/MLOps and infrastructure to define observability stacks for metrics, drift indicators, performance regressions, training/inference health signals, production reliability (SLIs/SLOs), monitoring, and incident response.</span></li>
</ul>
<p>Â </p>
<p><span style="font-family:verdana, geneva, sans-serif"><strong>What you need to succeed</strong></span></p>
<p><span style="font-family:verdana, geneva, sans-serif"><strong>Desired Background:</strong></span></p>
<ul>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">BS in Computer Science, Mathematics, Engineering, or equivalent technical field. Masterâs preferred.</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Proven track record building large-scale distributed systems and integrated data and AI/ML platforms (e.g., training, serving, workflow orchestration, data pipelines).</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Expert-level proficiency in Python and one of Go/Java/C++ and building production-grade services/APIs/SDKs</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Extensive hands-on experience with Kubernetes (EKS, GKE, self-hosted, etc) including autoscaling and job scheduling frameworks, GPU infrastructure, and AI/ML-related AWS/GCP managed services (VertexAI, SageMaker, etc).</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Deep expertise with AI/ML ecosystem and tooling such as PyTorch, TensorFlow, Ray, experiment/feature/model stores (MLFlow, WnB, Feast, etc), Hugging Face</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Proven ability to scale AI/ML workloads and pipelinesâpipeline SDKs, feature/model CI/CD, automated evaluation, safe rollouts, monitoring</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Strong developer-experience mindset: ability to translate research/engineering friction into elegant APIs, templates, and tools that reduce time-to-first-successful remote run and raise platform adoption.</span></li>
</ul>
<p><span style="font-family:verdana, geneva, sans-serif"><strong>Preferred Skill:</strong></span></p>
<ul>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Previous experience with Databricks.</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Knowledge of multimodal AI/ML (audio, video, text) data preparation, feature extraction, model development, training, and evaluation workflows.</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Experience with LLM/foundation model sizing/estimation, training requirements, pipelines, and deployment.</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Knowledge of LLM/foundation model sizing/estimation, training requirements, evaluation workflows and orchestration and deployment patterns.</span></li>
<li style="font-family:verdana, geneva, sans-serif"><span style="font-family:verdana, geneva, sans-serif">Experience designing feature stores or embedding services tightly integrated with training pipelines.</span></li>
</ul><p class="x"><em>All official communication regarding employment opportunities at Dolby will come from an official dolby.com email address. We will never request payment as part of the hiring process. If you receive a suspicious message, please verify its authenticity before responding.</em></p>