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Data Engineer

Company: SMG
Location: Kansas City
Posted on: August 17, 2019

Job Description:

SMG (Service Management Group) is looking for a Data Engineer! This person will serves as the development specialist/expert of machine learning applications and create end-to-end solutions including the development of new machine learning and artificial intelligence capabilities. SMG inspires experiences that improve people's lives. We are a catalyst for change, providing actionable customer, patient, and employee insights that boost loyalty and drive business outcomes. Our unique model puts a dual focus on platform technology and professional services-making it easier to collect, analyze, and share feedback and behavioral data across the enterprise. To learn more about our customer experience management, employee experience, and brand research solutions, visit www.smg.com.

  • Conducts AI technology research to identify new competitive technologies and to proactively reduce technology development risks for those having significant potential impact on the business.
  • Designs and develops data processing algorithms, decision support aids and products for internal and external systems. These prototyping efforts begin in the company's technology innovation.
  • Discovers relevant data sources (internal and external), develops new tools and products for data mining/data analysis using a variety of tools, models.
  • Collaborates with product managers, business stakeholders, infrastructure stakeholders, engineers, and IT managers to create strategic, innovative software solutions.
  • Assists software architect in identifying emerging trends associated with operational systems and promising new technologies.
  • Provides Tier 2 production support for any data science products.Major accountabilities and end results of the position:
    • Hands-on development specialist responsible for machine learning and AI prototypes which optimize client operational performance and create new business value.
    • Implementation and delivery of enterprise-level capabilities that reveal actionable business insights and enable profitable growth.
    • Analyze internal and external data sources for opportunities to drive optimization and improvement of company products and services.
    • Ability to identify, collect, and integrate training data from a variety of sources.
    • Responsible for conducting algorithm testing and iterating designs towards optimal performance.
    • Collaborates with product managers, business stakeholders, infrastructure stakeholders, engineers, and IT managers to create strategic, innovative software solutions.
    • Core leader in requirement, design and code reviews.
    • Shares deep technical expertise and mentors future leaders in design, development and fielding of advanced data science technology.
    • Ensures implementation of data science and engineering best practices to achieve business objectives and life cycle efficiencies.This role reports to the Vice President, Data Science.Minimum:
      • Bachelor's degree in computer science, software engineering, or relevant disciplines.
      • Technical understanding in machine learning and data analytics.
      • Fluent in Python, R, Spark, SQL, JavaScript.
      • Experience with common tools and packages, such as Jupyter, scikit-learn, TensorFlow, Spark MLlib, CRAN etc.
      • Wide knowledge of database, data query tools, and applications: relational, NoSQL, distributed systems, key/value caches, graph, etc.
      • Working knowledge of system & networking fundamentals, such as VMs, Docker, Kubernetes, OSI model, etc.
      • Builds both training and real-time inference pipelines.
      • Works closely with SMG's Architecture and Engineering teams to integrate Data Science solutions.
      • Strong problem-solving skills. Effective presentation skills.
      • Must be a team player and able to collaborate cross functionally.
      • Ability to work with limited direct supervision.
      • 2+ years of relevant work experience.Preferred:
        • Experience building application programming interface (API's) platforms for business to business integration.
        • Strong interest in working cross-functionally to co-design products that resonate with the marketplace.
        • 2+ years objected-oriented software development experience.
        • 3+ years of experience developing ML/AI software applications for integration into high-availability business platforms.
        • Experience with distributed computing, such as Hadoop, Spark, Kafka and big-data data technologies such as Hive, MongoDB, Elastic Search, Redshift.
        • Project management skills including ability to foresee dependencies and advocate for prioritization of related tasks.
        • Prototypes data visualizations for new data products with Matplotlib, Tableau, etc.
        • Experience designing and building BI solutions using data warehouses and cubes.

Keywords: SMG, Kansas City , Data Engineer, Engineering , Kansas City, Kansas

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