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Implement and maintain cloud native machine learning analytics platforms; Build services to deploy data ingestion pipelines, machine learning models on Kubernetes based platform.Create data policie... Mostrar más
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Description
Key Accountabilities
•Implement and maintain cloud native machine learning analytics platforms; Build services to deploy data ingestion pipelines, machine learning models on Kubernetes based platform.
•Create data policies, standards, guidelines and procedures in order to ensure data to support analytics is available, responsive, and achieving business outcomes and objectives
•Create and implement data and analytics solutions or enhancements to improve overall Vistra data architecture; conduct research and make recommendations on new data management processes and innovations.
•Partner closely with vendors, service providers, the business and internal team to define and understand analytics needs in order to achieve key performance indicators and Service Level Agreements for the benefit of Vistra and its business objectives.
•Determine analytics business needs and translate them into functional requirements, update/create documentation
•Participate in analytics projects and Agile teams; make recommendations and implement changes to mitigate risks and optimize analytics performance.
Education, Experience, & Skill Requirements
10+ years professional experience in a technology or business field
Associate Level AWS Certification is preferred
Well versed in Devops or Site reliability engineering (SRE) tenets
2+ years in an SRE/Operations/DevOps role as part of a team
3+ years hands on AWS experience
Kubernetes subject matter expert (EKS Preferred)
Experience in writing and maintaining helm charts
Experience in maintaining ML Stack workloads running on Kubernetes including Airflow, Data pipelines, Rest API’s
Hands on experience with Prometheus or other K8s monitoring solutions
2+ years of hands on experience with Python
Deliver cloud native devsecops on AWS solutions
Proven experience analyzing code for non-standard practices, errors, and security vulnerabilities and presenting detailed remediation plans
Experience managing and delivering enterprise-wide initiatives related to the platforms supported by the team.
Ability to learn quickly, be self motivated to improve knowledge and tackle new challenges
Superior organizational skills, communication skills, and attention to detail required
Skilled at creating executive-level communications and presenting to and interacting with leaders
Bachelor's degree in MIS, Computer Science, Mathematics, Engineering or a related field from an accredited college/university (or equivalent)
Key Metrics
•System availability •Data Availability•Data Quality
Job Family
Information Technology
Company
Vistra Corporate Services Company
Locations
Irving, TexasTexas
It is the policy of the Company to comply with all employment laws and to afford equal employment opportunity to individuals in all aspects of employment, including in selection for job opportunities, without regard to race, color, religion, sex, sexual orientation, gender identity, pregnancy, national origin, age, disability, genetic information, military service, protected veteran status, or any other consideration protected by federal, state or local laws.
