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PeopleSERVE, Inc. ยท 1 week ago
Machine Learning Engineer
Boston, MA
Contract
Onsite
Entry, Mid Level
3+ years exp
Wonder how qualified you are to the job?
IT Services and IT Consulting
Insider Connection @PeopleSERVE, Inc.
Responsibilities
Collaborate with data engineering and data science teams to research, build, and improve efficient AI solutions
Design, develop, and research Machine Learning systems
Design and develop complex data integration for Client models
Select appropriate data sets before performing data collection and data modeling
Enrich existing Client frameworks and libraries
Identify differences in data distribution that could affect model performance in real-world situations
Verify data quality and data cleansing
Lead and mentor the data team
Gather customer requirements and make design decisions
Work in an Agile team structure
Multi-task across multiple projects within different contexts in a fast-paced environment
Communicate effectively and present findings
Qualification
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Required
Master's or Bachelor's Degree in computer science or mathematics
Collaborate with data engineering and data science teams to research, build and improve efficient AI solutions
Design, develop, and research Machine Learning systems
Design and develop complex data integration for Client models
Select appropriate data sets before performing data collection and data modeling
Advanced data manipulation languages and frameworks (Python/Pandas, Java, SQL)
Good programming skills in python
Enriching existing Client frameworks and libraries
Knowledge of streaming technologies (Apache Kafka, Spark, Flink, and AWS Kinesis)
Knowledge of cloud platforms - AWS (RDS, EC2, S3, IAM, EMR, EKS, Glue, Lambda)
Knowledge of Machine Learning platforms (SageMaker, etc.)
Proven ability of working with unstructured data sources
Identifying differences in data distribution that could affect model performance in real-world situations
Verifying data quality and data cleansing
Knowledge of data modeling techniques
Knowledge of cloud security integration design protocols (AWS, AZURE)
Experience with distributed large-scale data processing (preferably Apache Spark)
Basic understanding of Machine Learning projects lifecycle
Ability to work in an Agile team structure
Ability to gather customer requirements and make design decisions
Ability to lead and mentor the data team
Ability to multi-task across multiple projects within different contexts in a fast-paced environment
Excellent communication and presentation skills
Preferred
Experience with scaling and deploying Machine Learning models
Company
PeopleSERVE, Inc.
PeopleSERVE, Inc is a technology recruitment firm servicing New England since 1999.
11-50 employees
H1B Sponsorship
PeopleSERVE, Inc. has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2023 (2)
2022 (1)
2021 (1)
2020 (7)
Funding
Current Stage
Early StageCompany data provided by crunchbase
