The Role:
Your duties and responsibilities
. Design, test, and optimize models utilizing large-scale data systems, ETL processes, and data pipelines.
. Explore, clean, and preprocess data to create high-performance, customized models.
. Apply algorithmic thinking to develop and deploy data models with a focus on domainspecific analysis.
. Continuously refine models based on performance metrics and feedback from stakeholders.
. Contribute to research and development by investigating state-of-the-art machine learning models, including LLMs, transformers, etc.
. Enhance operational efficiency through AI/ML initiatives. Your skills, experience, and qualifications Required
. PhD from a reputed institute with a strong track record of published research.
. Experience in deploying models and managing large datasets.
. Proficiency in Python, R, and tools like SQL for data manipulation.
. Hands on experience with platforms like Databricks.
. Knowledge of NLP techniques and experience with implementing LLMs.
. Expertise in time series analysis and algorithmic problem-solving.
. Experience in transfer learning, hyperparameter tuning, and machine learning theory.
Preferred
. Strong analytical skills for solving complex problems systematically.
. Ability to collaborate and communicate effectively across multidisciplinary teams.
. Strong communication skills to explain technical findings to non-technical stakeholders.
. Innovative mindset and ability to conduct independent research. Internal Job description Data Scientist 2
Were a diverse group of visionary innovators who provide trading and workflow automation software, high-value analytics, and strategic consulting to corporations, central banks, financial institutions, and governments. More than 40% of the worlds largest companies use our solutions. Founded in 1999, weve achieved tremendous growth by bringing together some of the best and most successful financial technology companies in the world.
. Over 2,000 of the worlds leading corporations, including 50% of the Fortune 500 and 30% of the worlds central banks, trust ION solutions to manage their cash, in-house banking, commodity supply chain, trading and risk.
. Over 800 of the worlds leading banks and broker-dealers use our electronic trading platforms to operate the worlds financial market infrastructure. With 10,000 employees and offices in more than 40 cities around the globe, ION is a rapidly expanding and dynamic group.
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