Full-Time

Senior Analytics Data Engineer

Posted on 4/25/2024

Trunk

Trunk

11-50 employees

Workplace philanthropy platform simplifying giving and volunteering

Social Impact

Senior

Remote in USA + 1 more

Required Skills
Python
Data Structures & Algorithms
Apache Spark
Apache Kafka
Java
Pandas
Apache Hive
NumPy
Data Analysis
Requirements
  • 5+ years of experience as an engineer with a strong understanding of key concepts in distributed systems
  • 3+ years of extensive experience in building and deploying data applications
  • Fluency in at least one, and ideally more than one, of these languages: Java/Scala/Kolin, Python, Go, Rust, or C++
  • Good understanding of following concepts: partitioning, replication, map-reduce, indexing, and CAP
  • Experience with distributed storage systems (S3, HDFS, Hive, ClickHouse, Elastic, etc), distributed processing engines (Spark, etc), and message queues (Kafka, SQS, etc)
  • Passion for building large-scale ML applications and improving software engineers' productivity
  • Some understanding of key concepts in natural language processing, machine learning, or statistical analysis
  • Some experience with machine learning stack (pandas, PyTorch, numpy, sci-kit, transformers, etc)
Responsibilities
  • Build data pipelines, text analysis algorithms, query engines, and decision-making engines
  • Apply robust and fault-tolerant approaches to create scalable ingestion and data-processing systems
  • Debug, profile and optimize distributed data-intensive applications, improve their latency, accuracy, resource consumption, and throughput
  • Work with existing applications built with Spark, S3, Timescale, Python, and Rust
  • Directly implement services and features that leverage the results of your data pipeline
  • Implement and improve machine learning and data pipelines

At Percent Pledge, employees engage in a culture of giving that not only enhances their personal growth but also strengthens team cohesion. The company's focus on simplifying workplace philanthropy through advanced technologies in donation matching and impact reporting not only positions it as a leader in its sector but also greatly contributes to reducing employee turnover. This commitment to both community impact and internal team dynamics makes it an appealing workplace for those passionate about making a difference while advancing their careers.

Company Stage

Seed

Total Funding

$28.8M

Headquarters

Chicago, Illinois

Founded

2018

Growth & Insights
Headcount

6 month growth

7%

1 year growth

-6%

2 year growth

36%
INACTIVE