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Lead Data Engineer (Python/Machine Learning)

Aditi Consulting

Lead Data Engineer (Python/Machine Learning)

Ashburn, VA
Full Time
Paid
  • Responsibilities

    Job Description

    • Candidate needs to accomplish end to end build of the pipeline and data harmonization component to enable insight generation for executive and channels to take proactive action on time.
    • Design, develop, and implement software based on requirements.
    • Troubleshoot production issues and coordinate with the support team for code deployment.
    • Collaborate with team members to follow process, procedures, and data security.
    • Knowledge on Jenkins, Jira, Git etc.
    • Deligently teaming with the infrastructure, network, database, application and business intelligence teams to guarantee high data quality and availability.

     

    MUST HAVE SKILLS:

    • MS or BS in Computer Science, Information Science, Engineering or other related field with 10 or more years of relevant work experience.
    • 4+ years of proven experience in collaborating with data architects, data scientists and enterprise platform team in architecting, building, deploying and managing ML models in production
    • 5+ years of programming experience in python and java including 2+ years of strong programming experience using Scala
    • 3+ years of supervised ML model development (XGBoost experience desired)
    • 4+ years of experience collaborating projects in Hadoop ecosystem leveraging HDFS, PIG, Oozie, Hive and demonstrated knowledge of leveraging ML tools like MLFlow, SHAP, & ELI5
    • Hands on experience in large containerized environments utilizing Kubernetes
    • Exposure to GCP and scaled agile based product development methodology is preferred
    • Participation in technology and industry forums on evolving data science, ML engineering/Ops practices to deploy new ML solutions in preferred
    • Strategic thinker with ability to apply business mindset to data issues and initiatives, craft cross-business strategies and plans for multiple stakeholders
    • Strong leadership, communication, persuasion and teamwork skills
    • 4 or more years relevant work experience
    • Experience with Linux operating system
    • Experience working in Production environment
    • Experience with Bash or Python
    • Experience with Hadoop ecosystem

     

    EXPERIENCE WITH NETWORKING:

    • Cloud to Cloud
    • On-Premise to Cloud
    • Experience with securing services using Mutual TLS (mTLS)
    • Experience with TLS x509 certificate management
    • Experience with creation and management of CI/CD pipelines
    • Experience with OKTA or similar identity platforms

     

    DESIRED SKILLS:

    • The ability to analyze, model and interpret data.
    • Problem-solving skills.
    • A methodical and logical approach.
    • The ability to plan work and meet deadlines
    • Accuracy and attention to detail

     

    EDUCATION/CERTIFICATIONS: B.S. or equivalent Engineering degree with at least 5 Years of work experience

    Company Description

    We are a technology solutions company helping organizations accelerate their business innovation and growth through project and talent solutions.