About the role

Aplyr's Quick Take

This role is for a Machine Learning Researcher who will develop models to generate trading signals using large-scale time-series data. You'll work closely with trading and infrastructure teams, focusing on the entire pipeline from data ingestion to model deployment. It's an individual contributor role that requires strong technical skills in applied deep learning.

Good fit

Ideal candidates have a background in machine learning with experience in high-frequency trading or similar fields. You should be comfortable working independently and collaborating with technical teams.

Worth noting

The company is a well-established player in the crypto space, which may offer stability in a volatile industry. However, the role's specifics on daily tasks and team dynamics are somewhat vague.

About Wintermute

Wintermute is a technology unicorn and one of the largest algorithmic trading companies, specialising in digital assets. We provide liquidity across most cryptocurrency exchanges and trading platforms, a broad range of OTC trading solutions as well as supporting high profile blockchain projects and traditional financial institutions moving into crypto. Wintermute also has a Wintermute Ventures arm that invests in early stage DeFi projects.

Wintermute was founded in 2017 and has successfully navigated industry cycles. Culturally, we combine the best of the two worlds: the technology standards of high-frequency trading firms in traditional markets and the innovative and entrepreneurial culture of technology startups. At Wintermute, we believe in the innovative potential of blockchain, the fundamental innovations, we have a long-term view on the digital asset market and are taking a leadership position in building an innovative and compliant market. You can read more here.

Working at Wintermute

You are an experienced machine learning engineer or researcher with a strong track record in applied deep learning, ideally in domains involving high-frequency or large-scale time-series data.

You will focus on developing alpha signal generation pipelines from data ingestion and feature engineering to model training and deployment, in collaboration with our trading and infrastructure teams.

Skills & Tags

go machine learning ai data

Aplyr's read

Wintermute is a cutting-edge algorithmic trading firm in the cryptocurrency space, attracting tech-savvy professionals eager to innovate in digital asset liquidity.
Synthesized from recent postings & public sources

What's promising

•Wintermute offers exposure to the fast-paced world of cryptocurrency trading.
•The company provides opportunities to work with advanced algorithmic trading technologies.
•Wintermute has a strong focus on innovation in digital asset liquidity.

What to watch

•The volatile nature of cryptocurrency markets may impact job stability.
•Limited public information about company culture and work-life balance.
•Regulatory scrutiny in the crypto space could pose operational challenges.

Why Wintermute

•Wintermute specializes in providing liquidity across a wide range of cryptocurrency exchanges.
•The firm is known for its advanced algorithmic trading strategies.
•Wintermute attracts talent with its focus on cutting-edge technology in digital assets.

Aplyr’s read is generated by AI from public sources. Was it useful?