AI/ML - Data Engineer Role

SysMind Tech

$100K — $140K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years of experience in data engineering or related field
  • Proficiency in SQL, particularly with Snowflake
  • Experience with data visualization tools like Tableau and ThoughtSpot
  • Familiarity with machine learning tools and methodologies
  • Strong project management skills
  • Ability to communicate technical information to non-technical stakeholders
  • Experience handling large datasets and performing data transformations

Responsibilities

  • Analyze data processes to uncover improvement opportunities
  • Develop and implement data transformation processes
  • Ensure data quality through validation checks and error rectification
  • Extract insights by exploring datasets and recognizing trends
  • Generate actionable models to support business decision-making
  • Construct robust data pipelines for data cleaning and aggregation
  • Enhance data science workflows to improve product offerings

Benefits

  • Collaborative work environment
  • Opportunities for professional development
  • Access to advanced data engineering tools and technologies
  • Support for project management and team collaboration
  • Flexible work arrangements
Full Job Description
Title :: Data Engineer

Location :: Sunnyvale, CA

What You Will Do:
  • Perform root cause analysis on processes and data to identify opportunities for improvement and answer questions
  • Build processes that support data transformation, workload management, data structures, dependency and metadata
  • Perform data validation checks, identify and rectifying errors, and maintaining a quality standard throughout the data's lifecycle.
  • Explore datasets to identify trends, patterns, and insights.
  • Perform analysis for stakeholders and other non-technical professionals. Build models to generate actionable insights for making efficient business decisions.
  • Build data pipelines that clean, transform, and aggregate data from disparate sources
  • Work with data to solve business problems, building and maintaining the infrastructure to answer questions and improve processes
  • Streamline data science workflows, adding value to our product offerings and building out the customer lifecycle and retention models
  • SQL proficient (Snowflake), Tableau, Able to do prompt engineering
  • DL (data lakes), ingest the data and transform
  • be able to deal with large volumes of data
  • ML classification, anomalies, annotation, prediction


Expectations from Engineer
  • Create and improve data visualization tools like Tableau & ThoughtSpot
  • Work with Snowflake & it's built in infrastructure, SQL, Python, Excel, & Numbers
  • Experience presentation/project management Tools like Quip, Keynote, Miro, Slack
  • Experience and understanding of machine learning tools
  • Experience and understanding of machine learning tools like data robot
  • Project Management experience
  • to provide support to a wide variety of business teams
  • Good Interpersonal, relationship building, communication and presentation skills

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