NK Securities Research is a leading financial firm that leverages cutting-edge
technology, data-driven research, and sophisticated algorithms to trade
financial markets. Founded in 2011, we have built deep expertise in
high-frequency trading across different asset classes.

We are a quick-growing organization with a strong research and technology
culture. The firm’s lean and meritocratic structure enables individuals to work
closely with experienced researchers, traders, and engineers, while taking
ownership of high-impact problems from an early stage.

ROLE OVERVIEW

We are looking for an AI/ML Researcher to join our central AI/ML research team
in India. This is a research-intensive role suited for individuals who enjoy
mathematical problem-solving, experimentation, and working with complex, noisy,
high-dimensional datasets. The role will involve close collaboration with
quantitative researchers, traders, engineers, and business stakeholders to
identify areas where AI/ML can create meaningful value across the firm.





The ideal candidate should be comfortable working on open-ended research
problems, converting ideas into structured experiments, and building models that
can be evaluated rigorously in real-world settings.

KEY RESPONSIBILITIES

As an AI/ML Researcher, you will:

* Work on our GPU cluster to research and understand the fine-grained behavior
of large neural networks and LLM training.
* Fine-tune existing open-source models and build benchmarks to evaluate their
performance.
* Explore and analyze large-scale financial market datasets.
* Build ML and statistical models for pattern discovery, prediction, and signal
generation.
* Work on short-horizon, noisy, and non-stationary market data.
* Conduct feature engineering, model validation, and performance evaluation.
* Study pricing, market microstructure, and execution-related research
problems.
* Convert research ideas into structured experiments with measurable outcomes.
* Collaborate with quantitative rese

📌 AI/ML Researcher (Gurugram)
🏢 NK Securities Research
📍 Gurugram