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Role Overview We are seeking an experienced Machine Learning Researcher to join our research team. This role requires...

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Selected role

Machine Learning Researcher

Kronosresearch Remote

$121k - $125k Senior Full-time

Role Overview
We are seeking an experienced Machine Learning Researcher to join our research team. This role requires expertise in designing and deploying deep learning models within high-performance, low-latency trading systems. You will be working on developing robust, scalable models and integrating them into our trading infrastructure.

Responsibilities

Data Analysis & Preprocessing: Understand and preprocess orderbook data.
Deep Learning Model Design: Design models for time-series and orderbook data (Transformers, RNNs, CNNs, Attention).
Scalable Training Implementation: Implement parallelized data loading pipelines.
Feature Engineering: Develop and optimize orderbook features using C++.
Backtesting & Evaluation: Conduct rigorous backtesting across markets.
Production Integration: Deploy models into real-time, low-latency systems.

Requirements

Background in machine learning or quantitative research, preferably related to financial markets.
Experience deploying ML models in real-time, low latency environments is a plus.
Familiarity with optimizing model latency and inference speed(e.g., KV caching, quantization, pruning) is advantageous.
Open to both experience candidates and highly motivated fresh graduated.

Technical Skills

Deep Learning Architectures: Transformers, RNNs, CNNs, Attention mechanisms.
Programming Languages: Python, C++, Jax/PyTorch
Model Optimization: Optimizing models for high-performance trading systems.

Analytical & Communication Skills

Strong mathematical and statistical background (probability theory, linear algebra, calculus).
Ability to articulate complex technical concepts.

Motivation & Learning

Passion for applying machine learning to quantitative finance.
Drive to continuously improve models.

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