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
Financial Services, Quantitative Research, TradingIndustries
Requirements
Candidates must possess an advanced degree, such as a Master's or PhD, in a relevant field like computer science or a related discipline, and have at least five years of hands-on experience in MLOps and Research Engineering. Strong proficiency in programming languages like Python, including libraries such as TensorFlow, PyTorch, and scikit-learn is required, alongside experience in designing and implementing end-to-end machine learning pipelines. Prior commercial experience in designing and implementing systematic trading systems is also necessary. Familiarity with Big Data technologies like Hadoop and Spark, as well as data visualization and reporting tools, is expected, along with understanding of modern software development practices and tools, cloud platforms, and containerization technologies.
Responsibilities
As a Senior Research Engineer, you will lead the development and global rollout of the research framework for defining and training models, integrating it with the platform for deploying and running those models in production. You will develop tools and frameworks for Quantitative Researchers and Traders to test hypotheses and tune trading strategies, working with the business to refine requirements and iterate on design and implementation. Furthermore, you will be responsible for expanding the scope of the framework and platform to become the global standard for data-driven systematic trading.
Skills
Python
TensorFlow
PyTorch
scikit-learn
MLOps
Machine Learning Pipelines
Model Deployment
Model Monitoring
RESTful APIs
Microservices
Hadoop
Spark
Data Visualization
Databases
Agile
Version Control
Automated Testing
CI/CD
Observability
AWS
Azure
GCP
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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