Research Engineer — Privacy
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The seat sits between the models we train and serve and the data those models must not memorise — deep learning research, systems work, and the privacy techniques that have to hold when the estate is a client's.Prototype and land privacy-enhancing algorithms — differential privacy, secure aggregation, federated learning — on the training and inference stacks we actually run.
Red-team the models for membership inference, inversion, and training-data memorisation. Write the failure down before someone else finds it. Build the evaluation suites and diagnostic libraries ML engineers can use across a model's life, not a one-off notebook.
Sit with research, platform, security, legal and product so a regulation or a security principle becomes a guardrail in code.
Investigate the privacy–utility trade: capability, latency and cost against a guarantee you can state.
What you will doPrototype and land privacy-enhancing algorithms — differential privacy, secure aggregation, federated learning — on the training and inference stacks we actually run.
Red-team the models for membership inference, inversion, and training-data memorisation. Write the failure down before someone else finds it. Build the evaluation suites and diagnostic libraries ML engineers can use across a model's life, not a one-off notebook.
Sit with research, platform, security, legal and product so a regulation or a security principle becomes a guardrail in code.
Investigate the privacy–utility trade: capability, latency and cost against a guarantee you can state.
What you bringPyTorch or JAX, and research-grade Python you will test rather than demo.
Differential privacy (including DP-SGD), secure multiparty computation, or federated learning — implemented, not only cited.
The attack surface: extraction, membership inference, poisoning — and how you measured it. A paper you can turn into a well-tested module without losing the claim that made the paper worth reading.
The ability to explain a mathematical privacy guarantee to an engineer and to a policy lead in the same week.
Useful, not requiredPeer-reviewed work or open-source in privacy, security, cryptography or machine learning — NeurIPS, ICLR, USENIX Security, IEEE S&P, or the equivalent venue. PETs on a distributed train or a high-throughput inference path, not only on a single node.
The first quarterAudit the privacy evaluations and training workflows already in use.
Ship one automated evaluation or differential-privacy module into the internal ML path.
Write the privacy–utility result for the architectures we serve, with a deployable recommendation.
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Research Engineer — Privacy
منذ 2 أيام
Ras al-Khaimah, Ras Al Khaimah, الإمارات العربية المتحدة Meramia Technologies دوام كاملThe seat sits between the models we train and serve and the data those models must not memorise — deep learning research, systems work, and the privacy techniques that have to hold when the estate is a client's.Prototype and land privacy-enhancing algorithms — differential privacy, secure aggregation, federated learning — on the training and inference...
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Research Engineer — Privacy
منذ 2 ساعات
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منذ 2 ساعات
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منذ 4 أيام
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منذ 4 أيام
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Privacy ML Engineer — DP
منذ 2 ساعات
ras al khaymah, ras al khaymah, الإمارات العربية المتحدة Meramia Technologies دوام كاملMeramia Technologies in Dubai seeks a researcher-strong ML privacy engineer to prototype and land privacy-enhancing algorithms such as differential privacy, secure aggregation, and federated learning on our training and inference stacks.You will red-team models for membership inference, inversion, and data memorisation, build evaluation suites for ML...
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منذ 2 ساعات
umm al-qaywayn, umm al-qaywayn, الإمارات العربية المتحدة Meramia Technologies دوام كاملMeramia Technologies in Dubai seeks a researcher-strong ML privacy engineer to prototype and land privacy-enhancing algorithms such as differential privacy, secure aggregation, and federated learning on our training and inference stacks.You will red-team models for membership inference, inversion, and data memorisation, build evaluation suites for ML...
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منذ 4 أيام
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