State Street

Data Scientist & Cognitive Software Engineer (100%...

Job description

State Street’s Automation and Artificial Intelligence is a strategic global team. It is formed under direction of management committee of the company. It has the mission to explore, enable and exploit artificial intelligence, machine learning, natural language processing, computer vision and cognitive computing at scale for countless use cases across Global Delivery, Global Advisors, Global Markets, and Global Exchange business lines. The team has a mixed of intelligence technology, quantitative modeling, data science, financial engineering, and software engineering capabilities. The team has built solutions for investment and risk management related domains such as market movement, sentiment analysis, valuation, investment strategy, fund innovation as well as operational and client experience related use cases. This team will engage the business to explore, prototype, and solution use cases while also building out a portfolio of foundational micro services in the State Street’s hybrid cloud.

Who we are looking for:

In your role as Data Scientist & Cognitive Software Engineer, you will work with other Artificial Intelligence (AI) team members through the phases of use-case data exploration and prototyping to the design, implementation and deployment of the resulting AI services supporting use-cases.

What you will be responsible for

As a Data Scientist & Cognitive Software Engineer you will be…

1. Working with a team of data scientists, machine learning engineers, software engineers and QA engineers to develop Cognitive services in support of our business operations

2. Performing data collection, preprocessing, feature engineering, data visualization, and analysis

3. Building automation of data collection and preprocessing

4. Building models to address business problems

5. Engage with business lines, users, and analysts to explore and prototype opportunities and use-cases exploiting data and the application of cognitive and machine learning technologies

6. Designing, developing, testing, and supporting Cognitive microservices to operationalize and deploy resulting models and cognitive solutions

7. Utilizing knowledge of data science and machine learning frameworks including PyTorch, Keras, TensorFlow, and Scikit-learn; natural language processing including NLTK, CoreNLP, Gensim, and Spacy; and Big-Data and cloud technologies including AWS in the performance of job duties

What we value

These skills will help you succeed in this role:

  • Modern, object-oriented or functional programming experience, (Java, Python, SQL)
  • Data Science and Machine Learning Frameworks Apache Spark / MLlib, TensorFlow, Scikit-learn, etc.…)
  • Natural Language Processing (NLTK, CoreNLP, Gensim, Spacy, etc..)
  • Experience with Big-Data technologies and cloud (AWS, other)
  • Linux / Bash scripting
  • Relational databases (Oracle, PostgreSQL, MySQL, etc.)
  • Agile development methodology.
  • CI/CD Development environments and tools (GIT, Maven, Jenkins, etc.)
  • RESTful Microservice APIs
  • Strong analytical skills. Previous experience or education focused on statistics or data science is valuable.

Education & Preferred Qualifications

  • Masters degree in Computer Science or related degree.
  • 2-4 years related work experience.
  • Excellent programming skills and experience with Java or Python.
  • Strong Database analysis and RDBMS programming skills.
  • Hands-on experience with SDLC, iAgile, Cloud-Devops.
  • Strong technical knowledge and experience in Software & Infrastructure.
  • Good understanding of procedures in all aspects of project delivery.
  • Strong organizational, multitasking, analytical and time management skills.
  • Strong collaboration skills, working with multiple teams in various locations in an agile environment.

COVID-19 Protocols: Complying with State Street’s COVID-19 protocols is a condition of employment. Those requirements may vary depending on circumstances and legal requirements, and may include, without limitation, a requirement to be vaccinated (or have an accommodation), to disclose vaccination status, to provide evidence of vaccination status, etc.

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