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Domain: Information Technology (IT)
Location: USA - New York City, NY | Salt Lake City, UT | Dallas, TX
Salary: USD $140,000
Job Positions: 2
Experience: 8 – 15 Years
Work Authorization: US Citizens / Green Card Holders only
Work Mode: Onsite – 5 days a week
Shift Timing: 8:00 AM – 5:00 PM (General Shift)
What You’ll Do
- Design, build, and optimize high-performance data pipelines for large-scale time series data
- Implement scalable data infrastructure using tools such as KDB+, TimeSet (Google’s large time series database), or Kronos
- Develop efficient data ingestion and transformation workflows that handle real-time and historical time series data
- Connect time series data systems with Python-based model pipelines to support machine learning training and inference
- Collaborate with data scientists and ML engineers to ensure data availability, quality, and accessibility for experimentation and production
- Design data models and schemas optimized for time series use cases, including downsampling, aggregation, and indexing strategies
- Ensure system reliability, scalability, and performance through monitoring, testing, and tuning
- Establish data governance, lineage, and observability best practices in large-scale environments
- Mentor junior engineers on large-scale data design, distributed processing, and real-time system architecture
- Partner with product, engineering, and infrastructure teams to align data systems with business goals
Requirements
- 8+ years of experience in data engineering, with a focus on large-scale and high-throughput systems
- Deep experience working with time series data and purpose-built storage systems (e.g., KDB+, TimeSet, Kronos)
- Strong experience building streaming and batch data pipelines using tools like Glue, Kafka, Flink, or Spark
- Proficiency in Python and integrating data pipelines with machine learning workflows and libraries (e.g., pandas, NumPy, scikit-learn, PyTorch)
- Experience designing efficient, scalable data models and partitioning strategies for time series data
- Knowledge of distributed systems, columnar databases, and parallel processing
- Familiarity with cloud-native data architectures (AWS, GCP, or Azure) and containerized data infrastructure
- Strong understanding of data quality, lineage, monitoring, and observability tools
- Excellent communication skills and a proactive, consultative mindset in client-facing environments
Bonus
- Experience with multiple time series systems (e.g., KDB+ and Kronos)
- Contributing to open-source data infrastructure projects
Seniority level
Seniority level
Mid-Senior level
Employment type
Job function
Industries
Technology, Information and Media
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