Oracle

Data Scientist / ML Engineer

Job description

Designs, develops and programs methods, processes, and systems to consolidate and analyze unstructured, diverse “big data” sources to generate actionable insights and solutions for client services and product enhancement.

Interacts with product and service teams to identify questions and issues for data analysis and experiments. Develops and codes software programs, algorithms and automated processes to cleanse, integrate and evaluate large datasets from multiple disparate sources. Identifies meaningful insights from large data and metadata sources; interprets and communicates insights and findings from analysis and experiments to product, service, and business managers.

Job duties are varied and complex utilizing independent judgment. May have project lead role. 5 years relevant work experience. BS/BA preferred.

Key Competencies: Hands-on model building for Data Science, NLP & Computer Vision problems. The ideal candidate understands human behavior and knows what to look for in the data, and can work closely with the engineering and product management teams to solve complex problems with unique data, analysis, algorithms, and insights, and is expected to build and lead a team around these competencies. We are looking for the following Key skills and Educational Qualifications & Industry experience levels:

Technical Skills:

  • 5+ years of hands-on software development and Machine Learning/Modelling experience
  • Have full stack experience in data collection, aggregation, analysis, visualization, productisation, and monitoring of data science products
  • Excellent in Data Science concepts and model building/coding in Python
  • Good knowledge and implementation ideas around ML Ops , Model drift etc
  • Proficient in big data modeling work: Spark & PySpark
  • Deploy data science solutions: Python, R, Java
  • Familiarity with various ML libraries like Keras, PyTorch, OpenCV & ML Lib

Team Leadership Skills:

  • Excellent communication and collaboration skills
  • Proven track-record of taking ownership and successfully delivering results
  • Excellent problem solving and analytical thinking skills
  • Fast learning who is generous with sharing knowledge
  • Self-directed, demonstrates leadership potential, and a great teammate

Detailed Description and Job Requirements:

  • Develops and codes software programs, algorithms and automated processes to cleanse, integrate and evaluate large datasets from multiple disparate sources – experimenting, identifying and employing the right Models and ML/DL Techniques.
  • Identifies meaningful insights from large data and metadata sources; interprets and communicates insights and findings from analysis and experiments to product, service, and business managers.
  • Leading contributor individually and as a team member, providing direction and mentoring to others. Work is non-routine and very complex, involving the application of advanced technical/business skills in area of specialization.

Education & Industry Experience:

  • Ph.D. or M.S. in a quantitative field such as Computer Science, Statistics, or Mathematics
  • 5+ years of professional industry experience, leading with a focus on delivering Enterprise grade products to Consumers
  • Extensive experience with and commitment to agile software development methodologies and principles of software development
  • Hands on technologist with deep and broad technical capability (Java, Python, AWS; hardware experience is a plus).
  • Proven expertise designing and developing for AWS.
  • Expertise in machine learning and statistical modeling
  • Passion to answer Product/Engineering questions with data
  • Desirable qualifications are having a proven track record of publishing at academic and industry venues.
Strong ability to code in various languages, use big data platforms, extract and analyze data.

Design, develop, troubleshoot and debug software programs for databases, applications, tools, networks etc.

As a member of the software engineering division, you will take an active role in the definition and evolution of standard practices and procedures. You will be responsible for defining and developing software for tasks associated with the developing, designing and debugging of software applications or operating systems.

Work is non-routine and very complex, involving the application of advanced technical/business skills in area of specialization. Leading contributor individually and as a team member, providing direction and mentoring to others. BS or MS degree or equivalent experience relevant to functional area.

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