. check 1point3acres for more. 1.Data Analyst . Responsibilities:
Owner of the core company data pipeline, responsible for scaling up data processing flow to meet the rapid data growth
Consistently evolve data model & data schema based on business and engineering needs
Implement systems tracking data quality and consistency
SQL and MapReduce job tuning to improve data processing performance
Requirements:
B.S. degree in a related discipline.
1+ years of data analysis experience.
Proficient in SQL, especially with Postgres dialect.
Expertise in Python for developing and maintaining data pipeline code.
Experience with BI software (preferably Metabase or Tableau).
Experience with Hadoop (or similar) Ecosystem.
Comfortable working directly with data analytics to bridge business requirements with data engineering. 1point3acres.com
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2. Data Engineer Responsibilities:
Managing our ETL pipelines
Business Intelligence:
Determine and procure tooling/platform
BI request workflow (business need -> report)
Version control of queries/dashboards
Determine and maintain correctness of data (data quality)
Machine Learning:
Select and deploy a platform for ML
Determine architecture for Jerry interacting with and utilizing the ML output in business logic (i.e. APIs, etc)
Take MVP model built by data scientist and ‘productize’ it (i.e. implement/integrate it in production system)
Reports on performance of deployed ML models
Requirements:
Proficient in SQL, especially with Postgres dialect.
1+ years of data engineering experience.
Expertise in at least one programming language for implementing ML models and corresponding client APIs. Familiarity with NodeJS (our product dev language) is a plus.
Experience in packaging and deploying ML code in production environments. Experience with Docker required. Experience with Kubernetes is a plus.
Experience with BI software (preferably Metabase, Qlikview or Tableau).
Experience with deploying and maintaining data infrastructure in the cloud (experience with AWS Lambda -> AWS Kinesis -> AWS Redshift -> Metabase BI & AWS RDS preferred)
Comfortable working directly with data analytics to bridge business requirements with data engineering
. 1point3acres.com 3. Data Scientists: .1point3acres Responsibilities
Identify valuable data sources and automate collection processes
Undertake to preprocess of structured and unstructured data
Analyze large amounts of information to discover trends and patterns
Build predictive models and machine-learning algorithms
Combine models through ensemble modeling
Present information using data visualization techniques
Propose solutions and strategies to business challenges. 1point 3 acres
Requirements
Extensive experience with SQL
B.S. or M.S. in a quantitative field required. Ph.D. in similar fields a plus.
1-3 years experience with Statistical/Machine Learning, NLP, Deep Learning
Strong programming skills. Able to write algorithms needed for modeling and prediction that deals with advanced data structures.
Follow Data Science literature and advancements. The most successful candidates possess the ability to apply cutting edge advancements in Data Science methodologies to relevant business problems.