Principal ML Software Engineer

Vacancy expired!

Job Summary/Company:

A Sparks Group Partner is seeking a Principal ML Software Engineer to join their team in support of the development, operation, and capability evolution of their analytics platform. The ideal candidate has strong data ETL and data warehousing experience, AI model development, operations, and test experience; familiarity with computer vision use cases; and success working in an agile development environment. This position is 100% remote. If you are interested in learning more about Sparks Group and the opportunity, please submit your resume today.

Responsibilities:

• Architect/develop machine learning platform software supporting training and model deployments as well as data ETL, data lakes, data catalogs, data labeling systems, model training, model deployment & interference, algorithm orchestration, and metrics and model assessment
• Build/integrate software processes and tools that improve the velocity of the computer vision engineers researching and developing algorithmic models
• Integrate machine learning and AI models developed by the machine learning team into the analytics platform and codify common patterns and best practices
• Scale all aspects of the analytics platform supporting rapid model development and execution at a consistent, high-level quality
• Participate in all phases of the project life cycle, from requirements development to deployment
• Work with management and technical teams on product and platform strategies

Qualifications/Background Profile:

• Bachelor's degree or higher in Computer Science, Data Science, or another computational field
• 8+ years of hands on experience as a software developer or software architect with at least 3 years focused on data processing or machine learning
• Hands on experience working with and managing the processing of large datasets and computational or analytical jobs
• Proficient in Python 3; familiar with scientific and data processing libraries such as NumPy, SciPy, Pandas, and scikit-learn
• Experience developing robust models, data architectures, and software application services at scale for production (particularly with databases such as PostgreSQL, Elasticsearch, and/or MongoDB)
• Familiarity with data ETL and processing technologies such as Luigi, Apache Airflow, Dask, Apache Spark, EMR and/or AWS Kinesis
• Experience with cloud-based software development and deployments using AWS
• Work Status: due to government requirement, only US Citizens will be considered for this role

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Sparks Group for additional details. Please note, resume must include a valid email address in order to be considered. We look forward to discussing your background, your current job search, and your potential career path with

Sparks Group!

Sparks Group is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, age, pregnancy, citizenship, family status, genetic information, disability, or protect veteran status.

Vacancy expired!