Senior Machine Learning Operation Engineer
Office - San Diego, CA, United States
Summary of Duties:
Work across all aspects of the development cycle to optimize workflows, dataset generation, model performance, and code efficiency. Build and maintain cloud deployment of Machine Learning models and surrounding infrastructure. Contribute to infrastructure and process improvements for data collection, labeling, model development, and deployment. Design and implement Research and Development data engineering solutions for delivery of ML model value from device to cloud, including message payload design, data ingest, and database architecture. Prepare and automate builds for device model deployment. Assist on projects led through data processing, programming, monitoring of production applications. Hybrid work permitted.
Qualifications:
The position requires a Bachelor’s degree in Computer Information Systems, Computer Engineering, Computer Science, Electrical Engineering, or a related field and Five (5) years of experience in the job offered, or as a Senior Software Engineer, or an acceptable alternate occupation. The position requires experience with the following skills: Python, C++, and GNU/Linux CLI Utilities; Machine Learning Operations; Data Engineering principles and architecture; Big Data processing frameworks, such as MapReduce, or Spark; Relational database modeling and integration; Ability to manage cloud resources and technologies within AWS, including Sagemaker, EC2 and S3; Software Automation tools, such as Airflow, Ansible, Terraforms, Jenkins; Web Application Architecture and software patterns; Automated unit testing and regression testing methodologies; and Linux software build toolchains and patterns; Source Control and tracking, including Git. Hybrid work permitted.
Location: 9785 Towne Centre Dr., San Diego, CA 92121
Position Title: Senior ML Ops Engineer
Salary $179,500 - $189,000 / Year
Hours: Monday – Friday, 8:00 am to 5:00 pm, 40 Hours/Week
#LI-DNI
Benefits:
- Medical, dental and vision insurance
- Health Savings Account
- Flexible Spending Accounts
- Telehealth
- 401(k) and 401(k) match
- Life and AD&D insurance
- Short-Term and Long-Term Disability
- FTO or PTO
- Employee Well-Being program
- 11 paid holidays plus 1 inclusive holiday per year
- Volunteer Time Off
- Employee Referral program
- Education Reimbursement Program
- Employee Recognition and Appreciation program
- Additional perk and voluntary benefit programs
Innovation Lives Here
You go all in no matter what you do, and so do we. At Lytx, we’re powered by cutting-edge technology and Happy People. You want your work to make a positive impact in the world, and that’s what we do. Join our diverse team of hungry, humble and capable people united to make a difference.
Together, we help save lives on our roadways.
Find out how good it feels to be a part of an inclusive, collaborative team. We’re committed to delivering an environment where everyone feels valued, included and supported to do their best work and share their voices.
Lytx, Inc. is proud to be an equal opportunity/affirmative action employer and maintains a drug-free workplace. We’re committed to attracting, retaining and maximizing the performance of a diverse and inclusive workforce. EOE/M/F/Disabled/Vet.
Tags: Airflow Ansible Architecture AWS Big Data Computer Science EC2 Engineering Git Jenkins Linux Machine Learning ML models Model deployment Python RDBMS Research SageMaker Spark Testing
Perks/benefits: 401(k) matching Career development Flex hours Flexible spending account Flex vacation Health care Insurance Team events
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