Talent.com
ML Data Engineer #978695
ML Data Engineer #978695Dexian • Seffner, Florida, United States
ML Data Engineer #978695

ML Data Engineer #978695

Dexian • Seffner, Florida, United States
30+ days ago
Job type
  • Full-time
Job description

Job Title : Data Engineer – AI / ML Pipelines

Location : Seffner, FL

Work Model : Hybrid

Duration : CTH

Position Summary

The Data Engineer – AI / ML Pipelines plays a key role in designing, building, and maintaining scalable data infrastructure that powers analytics and machine learning initiatives. This position focuses on developing production-grade data pipelines that support end-to-end ML workflows—from data ingestion and transformation to feature engineering, model deployment, and monitoring.

The ideal candidate has hands-on experience working with operational systems such as Warehouse Management Systems (WMS) or ERP platforms, and is comfortable partnering closely with data scientists, ML engineers, and operational stakeholders to deliver high-quality, ML-ready datasets.

Key Responsibilities

ML-Focused Data Engineering

  • Build, optimize, and maintain data pipelines specifically designed for machine learning workflows.
  • Collaborate with data scientists to develop feature sets, implement data versioning, and support model training, evaluation, and retraining cycles.
  • Participate in initiatives involving feature stores, model input validation, and monitoring of data quality feeding ML systems.

Data Integration from Operational Systems

  • Ingest, normalize, and transform data from WMS, ERP, telemetry, and other operational data sources.
  • Model and enhance operational datasets to support real-time analytics and predictive modeling use cases.
  • Pipeline Automation & Orchestration

  • Build automated, reliable, and scalable pipelines using tools such as Azure Data Factory, Airflow, or Databricks Workflows.
  • Ensure data availability, accuracy, and timeliness across both batch and streaming systems.
  • Data Governance & Quality

  • Implement validation frameworks, anomaly detection, and reconciliation processes to ensure high-quality ML inputs.
  • Support metadata management, lineage tracking, and documentation of governed, auditable data flows.
  • Cross-Functional Collaboration

  • Work closely with data scientists, ML engineers, software engineers, and business teams to gather requirements and deliver ML-ready datasets.
  • Translate modeling and analytics needs into efficient, scalable data architecture solutions.
  • Documentation & Mentorship

  • Document data flows, data mappings, and pipeline logic in a clear, reproducible format.
  • Provide guidance and mentorship to junior engineers and analysts on ML-focused data engineering best practices.
  • Required Qualifications

    Technical Skills

  • Strong experience building ML-focused data pipelines, including feature engineering and model lifecycle support.
  • Proficiency in Python, SQL, and modern data transformation tools (dbt, Spark, Delta Lake, or similar).
  • Solid understanding of orchestrators and cloud data platforms (Azure, Databricks, etc.).
  • Familiarity with ML operations tools such as MLflow, TFX, or equivalent frameworks.
  • Hands-on experience working with WMS or operational / logistics data.
  • Experience

  • 5+ years in data engineering, with at least 2 years directly supporting AI / ML applications or teams.
  • Experience designing and maintaining production-grade pipelines in cloud environments.
  • Proven ability to collaborate with data scientists and translate ML requirements into scalable data solutions.
  • Education & Credentials

  • Bachelor’s degree in Computer Science, Data Engineering, Data Science, or a related field (Master’s preferred).
  • Relevant certifications are a plus (e.g., Azure AI Engineer, Databricks ML, Google Professional Data Engineer).
  • Preferred Qualifications

  • Experience with real-time ingestion using Kafka, Kinesis, Event Hub, or similar.
  • Exposure to MLOps practices and CI / CD for data pipelines.
  • Background in logistics, warehousing, fulfillment, or similar operational domains.
  • Create a job alert for this search

    Ml Engineer • Seffner, Florida, United States

    Related jobs
    Senior Data Engineer

    Senior Data Engineer

    Toorak Capital Partners • Tampa, FL, US
    Full-time
    Toorak Capital Partners is an integrated correspondent lending and table funding platform that acquires business purpose residential, multifamily and mixed-use loans throughout the U.Toorak Capital...Show more
    Last updated: 9 days ago • Promoted
    Senior Data Engineer (Tampa Oaks)

    Senior Data Engineer (Tampa Oaks)

    Toorak Capital Partners • Tampa Oaks, Florida, US
    Part-time
    Toorak Capital Partners is an integrated correspondent lending and table funding platform that acquires business purpose residential, multifamily and mixed-use loans throughout the U.Toorak Capital...Show more
    Last updated: 15 hours ago • Promoted • New!
    Data Integration Engineer

    Data Integration Engineer

    KellyMitchell Group • Tampa, FL, United States
    Full-time
    Our client is seeking a Data Integration Engineer to join their team! This position is located in Tampa, Florida.Develop BI dashboards and self-service reporting tools using platforms such as Power...Show more
    Last updated: 18 days ago • Promoted
    Data Platform Engineer- 6 Month Assignment

    Data Platform Engineer- 6 Month Assignment

    MAXhealth • Tampa, FL, USA
    Permanent
    Quick Apply
    MaxHealth is seeking a highly skilled Data Platform Engineer (DBA) to join our data engineering team to modernize and optimize our data pipelines. The Data Platform Engineer (DBA) will be responsibl...Show more
    Last updated: 30+ days ago
    Data Security Engineer

    Data Security Engineer

    RIT Solutions, Inc. • Tampa, FL, United States
    Full-time
    Minimum 7 years Knowledge in process design and implementation.Strong security tool experience (M365 security tools, Pureview, Imperva,). Excellent understanding of cyber security and risk.Very good...Show more
    Last updated: 26 days ago • Promoted
    Trellix Endpoint Engineer

    Trellix Endpoint Engineer

    Booz Allen Hamilton • Tampa, FL, United States
    Full-time +1
    Design, deploy, manage, and operationalize enterprise endpoint data protection controls as a Trellix Endpoint Data Loss Prevention (DLP) Engineer. Serve as the technical owner for Trellix EDR / DLP co...Show more
    Last updated: 7 hours ago • Promoted • New!
    Data Engineer (Middle) ID43228

    Data Engineer (Middle) ID43228

    AgileEngine • Tampa, FL, us
    Full-time
    Quick Apply
    Fortune 500 brands and trailblazing startups across 17+ industries.We rank among the leaders in areas like application development and AI / ML, and our people-first culture has earned us multiple Bes...Show more
    Last updated: 11 days ago
    Principal Data Engineer

    Principal Data Engineer

    Worth AI • Tampa, FL, US
    Remote
    Full-time
    Quick Apply
    Worth AI, a leader in the computer software industry, is looking for a talented and experienced.At Worth AI, we are on a mission to revolutionize decision-making with the power of artificial intell...Show more
    Last updated: 30+ days ago
    Data Analytics Senior Manager

    Data Analytics Senior Manager

    Citigroup Inc • Tampa, FL, United States
    Full-time
    The Data Analytics Senior Manager accomplishes results through the management of professional team(s) and department(s).Integrates subject matter and industry expertise within a defined area.Contri...Show more
    Last updated: 5 days ago • Promoted
    Alteryx Engineer

    Alteryx Engineer

    Insight Global • Tampa, FL, United States
    Full-time
    As an Alteryx Platform Engineer, you will play a pivotal role in optimizing and maintaining the Alteryx platform within our organization. You will be responsible for configuring, deploying, and cont...Show more
    Last updated: 10 days ago • Promoted
    AI / ML Engineer

    AI / ML Engineer

    Raft • Tampa, FL, United States
    Full-time
    All of the programs we support require.All work must be conducted within the continental U.Distributed Data Systems, Platforms at Scale, and Complex Application Development, with headquarters in Mc...Show more
    Last updated: 30+ days ago • Promoted
    Data Analytics Manager

    Data Analytics Manager

    Sedgwick • Tampa, FL, United States
    Full-time
    By joining Sedgwick, you'll be part of something truly meaningful.It's what our 33,000 colleagues do every day for people around the world who are facing the unexpected. We invite you to grow your c...Show more
    Last updated: 5 days ago • Promoted