Principal Machine Learning Engineer

Key Skills

Apache Airflow, Apache Hadoop, Apache Hive, Apache Impala, Apache Kafka, AWS, Big Data Technology, Data Analysis, Kubernetes-K8s, Luigi, Machine learning techniques, Python Programming, Spark Core, SQL

Job Description

The Role

In this role, candidate will be part of the squad that will be working on growing FI Investment sales and platform business. Candidate will work on generating opportunity leads, product recommendation, setting strategy of coverage, engagement optimization, business optimization and experimentation. The goal of the squad & the candidate is to research, develop and implement quantitative, ML methodologies to achieve business objective.

• Use a rigorous scientific method to develop and shape our insights to further and grow the FI business.

• Apply machine learning to a vast array of datasets.

The Expertise and Skills You Bring

• BS/MS in Math, Computer Science, or similar, quantitative discipline

• Excellent Programming skills in Python, SQL

• 5+ years of enterprise development and a desire to work on a fast-paced development team with the experience of handling multiple tracks concurrently.

• Knowledge of Cloud computing concepts (AWS) and working experience with deploying and managing applications in the Cloud.

• Deep understanding of distributed computing principles. Working experience with big data tools: Spark, Hadoop, Kafka, Hive, Impala and Snowflake

• Hands-on experience in developing and evaluating machine learning models on large scale datasets.

• Familiar with developing pipeline workflow tools: Luigi, Airflow, etc.

• Proven experience performing data analysis on both structured and unstructured data and processes to answer specific business questions and identify opportunities for improvement.

• Professional knowledge with statistical models, predictive models and time series analysis

• Good understanding of Equity, Fixed Income and Mutual Fund. Commitment to work towards completing the CFA designation is preferred.

• Strong communications skills.

The Team

Our team supports a variety of complex applications serving a diverse set of businesses and customers directly. The database environments are extremely critical to our success and vitality which in turn requires a unique technical aptitude.