DATA ARCHITECT/DATA INTEGRATION Job Overview: The Data Architect/Data Integration reviews and analyzes current data infrastructures, plans future databases, and implements solutions to store, integrate and manage data for the organization and its users. This role also supports the design, development, testing, implementation of processes that pull data from various source systems and integrate it into the data warehouse. Preferred Education: Bachelor’s degree in Information Systems, Computer Science or related field. Five years of enterprise-level experience, in lieu of a Bachelor’s degree may be considered. Licensure, Registration and/or Certification: None. Related Experience: Minimum three years of related experience. Experience within a healthcare environment, preferred. Skills, Knowledge and Abilities: Working knowledge in Cloud/ Big Data solutions or related technologies. Working knowledge of data management and governance concepts. Expertise in data architecture concepts such as data modeling, workflow management, ETL/ELT, and real time streaming. Knowledge utilizing Microsoft Azure/Synapse/Power BI, SSIS, Epic EHR, or Workday ERP. Understanding of data governance principles and best practices. Excellent technical/non-technical oral and written communication skills. Strong analytical ability to solve both business and technical problems with strong attention to detail. Proficiency working on concurrent projects with minimal supervision. Critical Functions and Responsibilities: Works collaboratively across teams to understand quality and performance improvement agendas and corresponding data and analytics needs and recommends appropriate solutions. Translates business requirements into databases, data warehouses, and data streams. Identifies internal and external data sources to establish data pipelines and works with product owners to efficiently retrieve data. Develops new data models and implements tables and supporting objects in the Enterprise Data Warehouse (EDW) database. Assists with populating, automating, and maintaining metadata to make the EDW easier to navigate and to facilitate good data governance practices. Develops solutions to monitor usage and performance of EDW and notifies appropriate team of any developing issues. Implements new data integrations and supports changes to existing integrations. Investigates performance issues with queries and Extract, Transform, Load (ETL) processes on the EDW and initiates solutions to tune the database and optimize the speed of the loads. Provides support to data analysts for the most complex problems, employing advanced SQL methods and innovative data visualization techniques. Develops and conducts end-user training and education for the use of the EDW and its capacity for use in different areas of the organization. Contributes to the definition, review, and adherence to the EDW team’s guiding principles as they relate to the overall architecture and design, development and support processes, and interaction with customers. Interfaces with other teams in IT to ensure the EDW environments are up to date, backed up, and able to sustain expected growth in the future. Decision Making: The carrying out of non-routine procedures under constantly changing conditions, in conformance with general instructions from a supervisor. Working Relationships: Leads others in same work performed (does not supervise). Works with internal and/or external customers via telephone or face to face interaction. Works with other healthcare professionals and staff. Works frequently with individuals at Director level and above.
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Staff Data Architect Location: Atlanta, US
Company: Dolby Laboratories, Inc.
Join the leader in entertainment innovation and help us design the future. At Dolby, science meets art, and high tech means more than computer code. As a member of the Dolby team, you’ll see and hear the results of your work everywhere, from movie theaters to smartphones. We continue to revolutionize how people create, deliver, and enjoy entertainment worldwide. To do that, we need the absolute best talent. We’re big enough to give you all the resources you need, and small enough so you can make a real difference and earn recognition for your work. We offer a collegial culture, challenging projects, and excellent compensation and benefits, not to mention a Flex Work approach that is truly flexible to support where, when, and how you do your best work.
The Advanced Technology Group (ATG) is the research division of the company. ATG’s mission is to look ahead, deliver insights, and innovate technological solutions that will fuel Dolby’s continued growth. Our researchers have a broad range of expertise related to computer science and electrical engineering, such as AI/ML, algorithms, digital signal processing, audio engineering, image processing, computer vision, data science & analytics, distributed systems, cloud, edge & mobile computing, computer networking, and IoT.
Sight and Sound play a large role in our day-to-day experiences. We believe data can play a huge role in making the experiences personalized and resilient. Data is critical to synthesizing experiences that are otherwise unimaginable.
We’re looking for a talented Cloud Data Systems Architect who is excited to advance the state of the art in technologies of interest to Dolby as well as the human society at large. Research in the areas of data platforms, distributed processing systems, and data science at Dolby Laboratories focuses on all aspects of large-scale cloud and data processing platforms and services, and novel ways to accelerate discovering insight from data. We are interested in a variety of topics including large-scale distributed systems, stream processing, edge computing, applied machine learning and AI, big graphs, natural language processing, big data management, and heterogenous data analytics.
Specifically, we are looking for an architect who is passionate about combining science with art —translating research into AI-enabled, low latency real-time streaming systems and applications, which enable the next generation of immersive experiences.
You will partner with Dolby researchers, understand the AI based Imaging/Audio algorithms and optimize the algorithm to run in Cloud and end device in a distributed way.
You will be a part of a team which is trying to figure out how to do low latency cloud offloading of complex algorithm. This team will develop Cloud backend solution, Web App and mobile applications for Android/iOS which connect to the Cloud backend.
Key Responsibilities:
Design and implement advanced data platforms, unified data models spanning structured and unstructured data sets, and data-enabling systems like metadata management services to support training and inference of AI/ML models in hybrid-cloud environment.
Design and implement cloud-based, distributed software architectures and microservice-based platforms to enable low latency, real-time streaming and complex event processing that deliver Dolby’s next gen Audio/Visual experiences in the cloud or on end-user devices.
Develop new applications, novel data collection tools, and instrumentation regimes that enable an amazing variety of interactive and immersive data-driven experiences by inferring context of both content and the world around us using AI-based techniques.
Consult and implement data governance and management policies to support Dolby’s position as trusted custodian in the media, entertainment, and technology ecosystems.
Partner with ATG researchers to understand data and advanced cloud system-related opportunities in adjacent research domains such as applied AI and machine learning in Audio / Video domains.
What you need to succeed
Technical depth: Necessary technical knowledge to create new SW architecture, platforms, and enabling systems needed for real-time, just-in-time processing for audio/video algorithms running on distributed fashion between cloud and edge devices. Basic knowledge on Audio/Video streaming formats.
Explore new technologies : Openness to learn new areas and innovate in the new areas.
Invent & Innovate: Develop short and long-term technologies, algorithms and software tools that will help make Dolby a world leader in enhancing the sight and sound associated with digital content consumption. Then influence and collaborate with BG partners put the technology into production.
Work with a sense of Urgency: Responds aggressively to changing trends and new technologies and creates new algorithms to capitalize on them. Takes appropriate risks to be ahead of the competition and the market.
Collaborate: Collaborate with and influence peers in developing industry-leading technologies. Work with external trendsetters and technology drivers in academia and in partner enterprises.
Desired Background
Bachelor’s degree with 8 years’ experience or, Master’s degree with 5 years’ experience in an engineering or, PhD with 3+ years’ experience (computer science, engineering, etc)
Knowledge of statistics, data science, AI/machine learning, big data management
Strong proficiency in Python and an additional language (e.g., C++, Golang, Rust, etc)
Expertise in data structures, distributed algorithms (consensus, coordination, etc), data modeling, and data analytic techniques of heterogenous, stream-based data
4+ years of experience in cloud systems, distributed computing architectures (n-tier, peer-to-peer, microservices), service design and implementation (REST, Thrift/gRPC, etc), container orchestration (Kubernetes) and optimization techniques
Experience with real-time messaging and streaming architectures, platforms, and frameworks (PubSub/Kafka, Storm, Kinesis, Dataflow/Beam, Flink, Spark Streaming, etc)
Experience with AI/ML models, cloud-optimization, and software development patterns
Familiarity with DevOps, CI/CD (Github Actions, etc), bash, UNIX/Linux commands, etc
Familiar with git and project management tools, such as JIRA
Excellent problem-solving and partnership skills
Excellent communication and presentation skills
Desired: Knowledge of Audio/Video formats, processing, editing, and streaming.
Bonus: Experience with deep learning frameworks, e.g., TensorFlow, PyTorch, etc., is a plus.
Bonus: Experience with Databricks / Spark
The Atlanta Area base salary range for this full-time position is $144,600-$176,700,which can vary if outside this location,plus bonus, benefits, and some roles may also include equity. Our salary ranges are determined by role, level, and location. Within the range, individual pay is determined by work location and additional factors, including job-related skills, competencies, experience, market demands, internal parity, and relevant education or training. Your recruiter can share more about the specific salary range and perks and benefits for your location during the hiring process.
Dolby will consider qualified applicants with criminal histories in a manner consistent with the requirements of San Francisco Police Code, Article 49, and Administrative Code, Article 12
Equal Employment Opportunity:
Dolby is proud to be an equal opportunity employer. Our success depends on the combined skills and talents of all our employees. We are committed to making employment decisions without regard to race, religious creed, color, age, sex, sexual orientation, gender identity, national origin, religion, marital status, family status, medical condition, disability, military service, pregnancy, childbirth and related medical conditions or any other classification protected by federal, state, and local laws and ordinances. #J-18808-Ljbffr

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