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Principal AI Machine Learning Engineer

Irving, TX 75038

Employment Type: Direct Hire Industry: Technology Job Number: 59421 Office Location: Salem

Job Description

REMOTE     Our client is one of the world’s leading providers of technology and communications services, transforming the way we connect around the world. We’re a human network that reaches across the globe and works behind the scenes. We anticipate, lead, and believe that listening is where learning begins. In crisis and in celebration, we come together — lifting up our communities and striving to make an impact to move the world forward. If you’re fueled by purpose, and powered by persistence, explore a career with us. What you’ll be doing... We are looking for an experienced, talented and motivated AI & ML Engineer to lead AI Industrialization for Our client. As a lead, you will provide technology leadership and drive technology discussions along with Enterprise Architecture, Data Science and Data Engineering teams. You will also serve as a subject matter expert regarding the latest industry knowledge to improve the organization's systems and/or processes related to Machine Learning, Deep Learning, Responsible AI, Gen AI, Natural Language Processing, Computer Vision and other AI practices. You will lead the charter to Industrialize AI/ML model development, feature engineering, Model validation, deployment and Model Observability in both Real Time and Batch setup.
  • Leading the study and transformation of data science prototypes.
  • Researching, designing, and implementing appropriate ML algorithms and tools.
  • Leading the consolidation and implementation of new concepts and processes in areas including information retrieval, distributed computing, large-scale system design, networking, data storage, security, artificial intelligence, natural language processing, UI design, and mobile.
  • Serving as a subject matter expert regarding the latest industry knowledge to improve the organization's systems and/or processes related to Machine Learning, Deep Learning, Responsible AI, Gen AI, Natural Language Processing, Computer Vision and other AI practices.
  • Setting the standards for datasets and data representation methods.
  • Extending existing ML libraries and frameworks.
  • Determining processes and standards for running machine learning tests and experiments.
  • Designing, developing, testing, deploying, maintaining, and improving machine learning system software.
  • Setting the strategy for ML/AI tools and processes, determining the future needs of the business.
  • Partnering with stakeholders across various business units, Enterprise Architects, Governance, Legal Council, Security to define an overall plan for the Registry, model governance and model inventory tracking.
What we’re looking for... You will be part of industry wide community, staying on top of latest and greatest technologies to ensure an outside in perspective is brought into our client. We're looking for someone who will define best practices in architecture to operate at an enterprise scale. Additionally, you will work with leadership and help align on strategies by defining blueprint for ML Ops and come up with high-level design to implement solutions.
You will need to have:
  • Bachelor's degree or four or more years of work experience.
  • Six or more years of relevant work experience.
  • Advanced knowledge of all aspects of Machine Learning processes, tools, systems.
  • Deep understanding and hands on experience with ML Engineering techniques and tools including ML Models measurement techniques, real-time and batch AI processors.
  • Hands on experience with modeling platforms and tools like Domino, Jupyter, H2O.ai, DataRobot, Conda, ML Flow
Even better if you have one or more of the following:
  • Deep understanding of and hands on experience with Data wrangling, feature engineering and creating scalable Data pipelines.
  • Experience with database technologies like NoSQL, RDBMS, Graph DBs (like Druid, Neo4J), Presto, Hive, MongoDB, Cassandra, PostgreSQL, Teradata. and others
  • Experience with designing and implementing complex enterprise systems including logging, monitoring, scheduling, CI/CD pipelining, code repos
  • Experience with Google Cloud Platform, AWS or other similar cloud solutions (GCP preferred)
  • Proficient in Big Data Technologies, Data Transport (Pulsar/Kafka), Spark, Jupyter/ Python.
  • Experience working with languages like Core Java, J2EE, JSP, Servlet, Node.js, Angular, Python, R, Scala, SQL, in UNIX/Hadoop environments
  • Expertise with large containerized environments utilizing Kubernetes, Docker, APIGEE and strong understanding of cloud solutions
  • Knowledge of Model Development & Management Lifecycle
  • Knowledge of computing statistical significance, familiarity with Statistical Model measurements and metrics, ML and DL modelling and other data science techniques
  • Understanding of various algorithms
  • Scalable distributed training & compute platform.
  • Exposure to product-based development methodology is desirable.
  • Experience with various agile methodologies and tools: JIRA, Confluence, Gitlab, CICD, etc.

Equal Employment Opportunity We’re proud to be an equal opportunity employer - and celebrate our employees’ differences, including race, color, religion, sex, sexual orientation, national origin, age, disability, and Veteran status. At Our client, we know that diversity makes us stronger. We are committed to a collaborative, inclusive environment that encourages authenticity and fosters a sense of belonging. We strive for everyone to feel valued, connected, and empowered to reach their potential and contribute their best. Check out our diversity and inclusion page to learn more.
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About Irving, TX

Discover exciting job opportunities in the vibrant city of Irving, Texas! Known for its diverse community and thriving economy, Irving offers endless possibilities for career growth and development. With its close proximity to Dallas Fort Worth International Airport, major corporations, and charming neighborhoods like Las Colinas, Irving is the perfect place to advance your career. Explore job listings in this bustling city and be part of the dynamic energy that surrounds attractions like the Toyota Music Factory, the Irving Arts Center, and the Mustangs of Las Colinas sculpture. Embrace the blend of Texan hospitality and cosmopolitan flair that makes Irving a truly exceptional place to work and live. Take the next step in your career journey and find your perfect match in Irving, Texas!