Machine Learning Engineer (C2I)

Company: Ultra Intelligence & Communications
Location: Austin
Posted on: February 21, 2021

Job Description:

Ultra is seeking a talented, highly motivated Machine Learning Engineer with five to eight years of experience to join the Product Innovation teams supporting AI/ML research projects working for a Senior Data Scientist. The ideal candidate has experience building ML pipelines, with containerization technologies, and data engineer skillsets and can apply state of the art Machine Learning/Data Science frameworks to build mission critical AI/ML applications.* Apply state of the art Machine Learning/Data Science frameworks (Python data science stack, DL frameworks such as Pytorch, TensorFlow) to build mission critical AI/ML applications.* Understand general ML/DS algorithm pipelines and ability to create/advance the current implementations.* Build and deploy Docker containers for seamless integration, scaling and deployment of ML applications.* Build data collection plans, test scenarios in practical environments to enable machine learning experimentation.* Build and integrate data streaming services with the ML application containers using modern streaming architectures such as Apache Storm.* Engage and collaborate with internal and external partner teams to advance ML/AI application development and productionization. * Leverage micro-services principles and architecture to build ML and data pipelines to minimize dependency fallouts and agile development.* Adopt agile methodologies to accelerate delivery by identifying and removing process barriers through continuous collaboration with key stakeholders.* Adopt CI/CD development practices towards continuous integration and delivery.Required Skills:* Bachelor's degree in--Computer Science, Data Science or Mathematics/Statistics* 4+ years of experience with Machine Learning/Data Science application development/deployment* Ability to obtain a US Government security clearance.--Security clearances are granted to U.S. citizens.Desired Skills:* Deep understanding and experience with container technologies such as Docker or Kubernetes.* Experience incorporating modern data streaming architectures such as Apache Storm towards building ML/AI products.* Experience in Python data science stack such as Pandas, Numpy, Scikitlearn and Scipy packages.* Experience using CI/CD tools such as Jenkins or CircleCI.* Experience with big data technologies (e.g., Hadoop, NoSQL, HIVE, HDFS, HBase, MapReduce, Spark, Kafka, Sqoop). * Experience working with relational databases such as Postgres, Oracle and non-relational databases such as MongoDB etc.* Understand Deep Learning architectures and frameworks such as Pytorch and TensorFlow.* Experience with visualization tools and techniques (e.g., Periscope, Business Objects, D3, ggplot, Tableau, SAS Visual Analytics, PowerBI). * Knowledge of Agile/Scrum development methodology * Knowledge of Version Control--system such as Git or SubversionUltra specialises in providing application-engineered bespoke solutions. We focus on our customers' mission critical and intelligent systems in the defence, security, critical detection & control markets.--Our capabilities and technologies can be found on many of the world's long-term military programmes.--We employ over 4,500 employees across the globe and are listed on the London Stock Exchange. Ultra operates mainly as a Tier 3 (sub-system) and occasionally a Tier 2 systems provider, in the Maritime, C3 (Communications, Command and Control) and Cyber, military and commercial aerospace, nuclear and industrial sensors markets. We use both research and development, to provide innovative, mission specific bespoke technological solutions to our customer's most complex problems. Learn more by visiting our website:--https://www.ultra.group/We offer medical, dental, vision, life, and disability insurance, health savings accounts, paid time off, and a 401(k) plan with a Company match.This contractor and subcontractor shall abide by the requirements of 41 CFR 60-1.4(a), 60-300.5(a) and 60-741.5(a). These regulations prohibit discrimination against qualified individuals based on their status as protected veterans or individuals with disabilities, and prohibit discrimination against all individuals based on their race, color, religion, sex, sexual orientation, gender identity, national origin, and for inquiring about, discussing or disclosing compensation. Moreover, these regulations require that covered prime contractors and subcontractors take affirmative action to employ and advance in employment individuals without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability or veteran status.* Reasonable accommodation statement: If you need an accommodation for any part of the application process, please email--careers@ultra-us-gbs.com

Keywords: Ultra Intelligence & Communications, Austin , Machine Learning Engineer (C2I), Engineering , Austin, Texas