Senior MLOps Engineer
TRM LabsSalary not specified
Full Time
Senior (5 to 8 years)
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Finance, TradingIndustries
Requirements
- Advanced degree (Master's or PhD) in a relevant field (e.g., Computer Science, Statistics, Mathematics, Financial Engineering)
- 5+ years of hands-on experience in MLOps and Research Engineering
- Strong proficiency in Python
- Experience with TensorFlow, PyTorch, and scikit-learn
- Demonstrated experience in designing and implementing end-to-end machine learning pipelines (data preprocessing, model training, deployment, and monitoring)
- Prior commercial experience in designing and implementing systematic trading systems
- Experience in developing and deploying RESTful APIs and microservices for model serving
- Familiarity with Big Data technologies such as Hadoop and Spark
- Experience with data visualization and reporting tools
- Familiarity with databases and query languages for data extraction and transformation
- Understanding of and experience with modern software development practices and tools (e.g., Agile, version control, automated testing, CI/CD, observability)
- Solid understanding of cloud platforms (e.g., AWS, Azure, GCP) and containerization technologies (e.g., Docker, Kubernetes)
Responsibilities
- Lead the development and global rollout of the research framework for defining and training models through various optimization procedures (supervised learning, backtesting, etc.)
- Integrate the research framework with the platform for deploying and running models in production
- Develop tools/frameworks for quantitative researchers and traders to test hypotheses and tune/develop data-driven systematic trading strategies
- Work with the business to refine requirements, collect feedback, and iterate on the design and implementation of research tools
Skills
Python
TensorFlow
PyTorch
scikit-learn
MLOps
RESTful APIs
microservices
Hadoop
Spark
Docker
Kubernetes
AWS
Azure
GCP
CI/CD
Flow Traders
Global liquidity provider for financial markets
About Flow Traders
Flow Traders is a global liquidity provider that focuses on Exchange Traded Products (ETPs) and is expanding into other asset classes. The company operates in major financial markets across the Americas, APAC, and EMEA regions. It utilizes a proprietary technology platform to set bid and ask prices for thousands of ETP listings and similar financial products, which helps ensure there are enough buyers and sellers in the market, facilitating easier trading for investors. Flow Traders primarily serves institutional clients, such as hedge funds and asset managers, who depend on their efficient trading services. The company earns profits by taking a small margin on a large volume of trades, capitalizing on their advanced technology and market knowledge to maintain a competitive edge. Additionally, Flow Traders is dedicated to corporate social responsibility, aiming to create shared value in economic, social, and environmental aspects.
Amsterdam, NetherlandsHeadquarters
2004Year Founded
IPOCompany Stage
Fintech, Financial ServicesIndustries
501-1,000Employees
Benefits
Medical, Vision, Dental Insurance coverage
401(k) plan with generous match
In-house lounge with a bar, game consoles, poker & billiards tables
Daily catered lunch, cold brew coffee on tap and a fully stocked kitchen
Weekly table massages and bi-weekly haircuts
Annual company trip and a variety of events throughout the year
Reimbursed gym membership or home equipment and other wellness initiatives
Global rotations between our offices worldwide
Flow Academy for continuous learning and opportunities to attend industry seminars and conferences
Risks
Rising competition from new digital asset exchanges challenges Flow Traders' market position.
Self-custodial trading platforms may reduce reliance on traditional liquidity providers.
Advanced cryptographic protocols could disrupt traditional data-sharing methods in financial markets.
Differentiation
Flow Traders specializes in Exchange Traded Products, expanding into diverse asset classes.
The company uses proprietary technology to provide liquidity in global financial markets.
Flow Traders invests in financial market innovators, enhancing transparency and efficiency.
Upsides
Growing interest in digital asset trading boosts demand for liquidity providers like Flow Traders.
Expansion into emerging technologies aligns with Flow Traders' strategic agenda.
Increased digitization in equity markets enhances market efficiency, benefiting Flow Traders.
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