Senior Proposal Engineer at Fori Automation, a Lincoln Electric Company, leading design of automated systems. Focused on manufacturing proposals and collaborative problem solving.
About the role
- Algorithms Engineer designing core components of differential privacy systems for Oblivious. Translating mathematical theory into production-ready code and solving privacy challenges.
Responsibilities
- Privacy Accounting & Mechanisms: Implement and analyse privacy loss accountants (RDP, zCDP) and their conversions to (ϵ, δ)-DP. Calibrate and apply noise mechanisms (Gaussian, Laplace) based on rigorous sensitivity analysis.
- Differentially Private SQL Engine: Develop algorithms for static and dynamic sensitivity analysis of relational operators. Build query rewriting logic to inject calibrated noise and manage a per-user privacy budget ledger.
- Compiler & Static Analysis: Use Python AST manipulation and static analysis to enforce a DP-safe execution environment, ensuring user-submitted code cannot leak private information.
- DP Synthetic Data: Implement and benchmark state-of-the-art algorithms (e.g., MWEM, PGM, PrivBayes variants) for high-dimensional synthetic data generation, analysing their privacy-utility trade-offs.
Requirements
- Strong foundation in probability, statistics, and linear algebra. You must be comfortable with statistical modelling, proving bounds, and reasoning about error/variance.
- Proficiency in Python for scientific computing, including numerical stability considerations (e.g., floating-point precision, clipping, scaling).
- Demonstrated ability to translate mathematical concepts from academic papers or technical specifications into robust, well-tested code.
- **Desirable**
- Direct experience with differential privacy concepts or libraries (OpenDP, SmartNoise, TensorFlow Privacy).
- Knowledge of compiler design, abstract syntax trees (ASTs), or program analysis.
- Experience with machine learning, particularly with noise models, statistical learning theory, or generative models.
- Familiarity with SQL parsers or database internals.
Benefits
- Private health insurance and pension plan
- Paid time off
- Training & development
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
No Education Requirement
Tech skills
Location requirements
Process Engineer improving Stainless & Nickel Alloy Wire Drawing operation at Lincoln Electric. Collaborating with cross - functional teams to innovate solutions and enhance productivity.
OT Engineer responsible for delivering cyber security in operational environments for the Energy, Public and Finance sectors. Collaborating with various teams to assess and improve security measures.
Alternant Ingénieur Procédés assisté dans l'usine de chimie d'Arkema. Optimisation des processus et suivi de projets industriels en chimie spéciale.
Graduate Engineer Elektrotechnik contributing to planning services in hybrid environment. Collaborating with various professionals on international projects in Berlin office.
R&D Engineer focused on the strategic research and development of neural network - based models. Protecting the credibility of digital media in a fast - paced startup environment.
Senior Completions & Interventions Engineer at bp delivering innovative solutions to business challenges in oil and gas operations. Leading technical squads for completions and interventions projects.
Forward Deployed Engineer specializing in VoIP ensuring flawless integrations in enterprise telephony. Working with critical customer integrations and designing connectivity patterns in a dynamic startup environment.
Senior Virtualization Engineer maintaining VMware environments in classified settings at Langley, VA. Supporting critical infrastructure with a focus on operational excellence and security compliance.
Pipe Stress Engineer providing technical expertise in piping design and layout for various industries. Involved in compliance with standards, project delivery, and support for design assurance.