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Ai reasoning engineer (mathematics & python)

Cajamar
MillionLogics
Anunciada dia 29 abril
Descrição

Company Description
MillionLogics, a trusted Oracle Partner, is a global IT solutions provider with offices in London, UK, and a development hub in Hyderabad, India. The company specializes in delivering smart, scalable, and future-ready IT solutions to empower businesses to evolve and lead. With expertise in Data & AI, Cloud migrations, IT consulting, and enterprise application optimization, MillionLogics offers tailored services with a focus on client success. Supported by a team of over 50 AI & Oracle experts, MillionLogics combines cutting-edge technology with a commitment to delivering impactful outcomes. Learn more about our services on our website.

Role Description
We are seeking a highly analytical and computationally proficient individual to join our team with a strong research background. You will be instrumental in contributing to this role by either crafting challenging and insightful problems in your respective research domain, devising elegant computational solutions.

Offer Details:
Pay: $1500 per month (Net/take-home)
Mode of work - Fully Remote

Responsibilities:
Build multi-agent benchmark tasks that require multi-step mathematical reasoning, proof construction, or algorithmic problem-solving
Design problems that are genuinely hard for a single agent but decomposable — competition math, numerical analysis, combinatorial optimization, statistical inference
Create verification scripts that check mathematical correctness — numerical answers with appropriate tolerance, proof step validity, algorithm output correctness
Write clear problem statements with precise notation, definitions, and output format
Create decomposition guides that split problems into independent sub-computations or parallel solution strategies

Required Qualifications:
5+ years in mathematics, quantitative research, or computational science — competition math, university-level mathematics, or quantitative research background Python programming — NumPy, SciPy, or symbolic computation (SymPy) Experience writing mathematical proofs or formal derivations.
Ability to create problems with precise, verifiable answers — not subjective or open-ended.
Experience with AI coding benchmarks (SWE-bench, Terminal-bench) Comfortable with Docker — writing Dockerfiles, building images, and debugging container issues.
Understanding of numerical methods — floating point tolerance, convergence criteria, error bounds.

Strong plus:
Experience creating math competition problems (AMC, AIME, Putnam, IMO, or similar).
Research in mathematics, theoretical CS, or quantitative fields.
Experience with automated theorem proving or formal verification.
Knowledge of AI reasoning benchmarks (GSM8K, MATH, AIME, GPQA, ARC-AGI).
Experience with large-scale numerical computation or scientific computing

Example of what you will produce:
A task requiring analysis of a system of 50 coupled differential equations modeling a chemical reaction network. The agent must determine equilibrium concentrations, stability conditions, and bifurcation points. Input includes the reaction network as a matrix, rate constants, and initial conditions. The verifier checks numerical answers with tolerance (1e-6), validates eigenvalue analysis for stability, and confirms bifurcation parameter ranges. The decomposition splits into 4 sub-agents: one computes equilibria, one analyzes local stability, one maps bifurcations, and one synthesizes the phase portrait. Oracle scores 1.0, single-agent scores 0.25, multi-agent scores 0.80.

Offer Details:
Commitments Required: 8 hours per day with a 4-hour overlap with PST.
Employment Type: Contractor position (Note: this role does not include medical/paid leave).
Duration of Contract: 6months [expected start date is next week].

How to Apply?
Please send us your updated CV to with job ID 75046 in the email subject line.

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