Machine Learning Researcher
ElevenLabsSalary not specified
Full Time
Mid-level (3 to 4 years), Senior (5 to 8 years)
Not SpecifiedCompensation
Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Finance, TradingIndustries
Requirements
- Able to thrive in an extremely fast-paced, demanding start-up like environment
- Able to bear immense responsibility for high-stakes, large-scale production infrastructure
- Highly proficient in machine learning, with preference towards deep-learning architectures
- High proficiency in Python and proficient in PyTorch and Polars
- Experience with SQL-like databases, such as Postgres and ClickHouse (plus)
- Experience with Cython in a performance sensitive environment (plus)
- Some knowledge of financial markets and instruments (plus)
Responsibilities
- Create robust data ETL pipelines that clean and process raw data
- Research and implement features that are consumed in a machine learning trading pipeline
- Write clean, well-documented code with appropriate test coverage
- Assist in troubleshooting and debugging production issues
- Be on-call on a rotating basis
- Help establish engineering best practices and coding standards
- Mentor future junior team members as we scale
- Take ownership of smaller projects and features from design to deployment
Skills
Python
Cython
PyTorch
Polars
Postgres
ClickHouse
ETL
Machine Learning
Deep Learning
SQL
AlphaGrep Securities
Quantitative trading and market-making firm
About AlphaGrep Securities
AlphaGrep specializes in quantitative trading and investment by developing and executing algorithmic trading strategies. The firm uses advanced mathematical and statistical methods to analyze large amounts of financial market data, allowing it to identify and take advantage of small inefficiencies in the market. AlphaGrep operates on over 30 exchanges worldwide, trading across all asset classes and is recognized as a leading global market maker, ranking high in trading volume on various exchanges. Unlike many competitors, AlphaGrep focuses on creating value through innovation rather than imitation, constantly seeking new opportunities in the financial markets. The company's goal is to provide liquidity and efficient market-making services to a diverse range of clients, including institutional investors, while generating revenue through its proprietary trading strategies.
None, Hong KongHeadquarters
2010Year Founded
M_AND_ACompany Stage
Quantitative Finance, Financial ServicesIndustries
201-500Employees