Computer Vision/ Machine Learning Engineer from INSPYR Solutions
San Francisco, CA 94105
About the Job
Title: Computer Vision/ Machine Learning Engineer
Location: Remote based in SF/Bay Area
Duration: Long Term Project 6+ months
Compensation: $90-100/hr.
Work Requirements: US Citizen, GC Holders or Authorized to Work in the U.S.
The vision of the Machine Learning (ML) Engineering team is to drive and enable ML usage across several domains in heterogeneous language environments and at all stages of a project's life cycle, including ad-hoc exploration, preparing training data, model development, and robust production deployment. The team is invested in continual innovation on the ML infrastructure itself to carefully orchestrate a continuous cycle of learning, inference, and observation while also maintaining high system availability and reliability. We seek to maximize the positive business impact of all ML by supporting key product functions like personalization and recommendation, fraud and abuse prevention, capacity planning, subscriber growth and lifecycle intelligence, and so on.
Job Summary:
In this role you will partner with Applied Machine Learning Engineers and Data Scientists to enable various ML applications through high quality batch & streaming datasets. You will work across the entire ML lifecycle from exploration and prototyping to production deployment and maintenance. As you work on various ML use cases you will also build and extend core infrastructure components like our internal Feature Store to enable and improve application workflows.
- Collaborate with machine learning practitioners to understand feature and data requirements
- Work with Engineering teams to collect required data from internal and external systems
- Develop and maintain production-grade batch and streaming pipelines
- Setup orchestration and automation of ETL jobs using tools such as Airflow and Jenkins
- Improve and extend existing data infrastructure services
- Conduct data exploration, analysis and provide data strategy consultancy
- Drive and maintain a culture of quality, innovation and experimentation
- Work in an Agile environment that focuses on collaboration and teamwork
- Mentor colleagues on best practices and technical concepts of building large scale solutions
- 5+ years of data engineering experience
- Experience deploying and running services in AWS and in engineering big-data solutions using technologies like Databricks, EMR, S3, and Spark
- Experience building streaming pipelines using Kafka, Spark, Flink, or Samza
- Experience loading and querying cloud-hosted databases such as Redshift and Snowflake
- Experience designing and developing backend microservices for large scale distributed systems using gRPC or REST
- Experience with graph-based data workflows such as Apache Airflow, Meson
- Excellent communication and people engagement skills
- Familiarity with ML pipelines, data ecosystem and AWS technologies
- Building ML infrastructure, streaming ML applications
- Experience shipping entertainment and media applications for streaming purposes
Our benefits package includes: (EXCLUDE on perm placements)
- Comprehensive medical benefits
- Competitive pay
- 401(k) retirement plan
- …and much more!
About INSPYR Solutions
Technology is our focus and quality is our commitment. As a national expert in delivering flexible technology and talent solutions, we strategically align industry and technical expertise with our clients’ business objectives and cultural needs. Our solutions are tailored to each client and include a wide variety of professional services, project, and talent solutions. By always striving for excellence and focusing on the human aspect of our business, we work seamlessly with our talent and clients to match the right solutions to the right opportunities. Learn more about us at inspyrsolutions.com.
INSPYR Solutions provides Equal Employment Opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability, or genetics. In addition to federal law requirements, INSPYR Solutions complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities.