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Data Platform Engineer Jobs

Company

GSK

Address , South San Francisco, 94080, Ca
Employment type
Salary $115,974 - $156,906 a year
Expires 2023-06-25
Posted at 1 year ago
Job Description
Site Name: San Francisco, UK - Hertfordshire - Stevenage, USA - Massachusetts - Cambridge
Posted Date: Apr 20 2023


At GSK, we want to supercharge our data capability to better understand our patients and accelerate our ability to discover vaccines and medicines. The Onyx Research Data Platform organization represents a major investment by GSK R&D and Digital & Tech, designed to deliver a step-change in our ability to leverage data, knowledge, and prediction to find new medicines.

We are a full-stack shop consisting of product and portfolio leadership, data engineering, infrastructure and DevOps, data / metadata / knowledge platforms, and AI/ML and analysis platforms, all geared toward:

  • Building a next-generation, metadata- and automation-driven data experience for GSK’s scientists, engineers, and decision-makers, increasing productivity and reducing time spent on “data mechanics”
  • Providing best-in-class AI/ML and data analysis environments to accelerate our predictive capabilities and attract top-tier talent.
  • Aggressively engineering our data at scale, as one unified asset, to unlock the value of our unique collection of data and predictions in real-time.

The mission of the Data Science and Data Engineering (DSDE) organization within GSK Pharmaceuticals R&D is to get the right data, to the right people, at the right time. The Data Framework and Ops organization ensures we can do this efficiently, reliably, transparently, and at scale through the creation of a leading-edge, cloud-native data services framework. We focus heavily on developer experience, on strong, semantic abstractions for the data ecosystem, on professional operations and aggressive automation, and on transparency of operations and cost.

We are looking for a skilled and experienced Data Platform Engineer to join our growing team. Data Platform Engineers take full ownership of delivering high-performing, high-impact data framework products, and services, from a description of a problem customer Data Engineers are trying to solve all the way through to final delivery (and ongoing monitoring and operations). They are standard bearers for software engineering and quality coding practices within the team and are expected to mentor more junior engineers; they may even coordinate the work of more junior engineers on a large project. They devise useful metrics ensuring their services are meeting customer demand, having an impact, and iterate to deliver and improve on those metrics in an agile fashion.

Achieving delivery of the right data to the right people at the right time needs design and implementation of data flows and data products which leverage internal and external data assets and tools to drive discovery and development is a key objective for the Data Science and Data Engineering (DSDE) team within GSK's Pharmaceutical R&D organization. There are five key drivers for this approach, which are closely aligned with GSK's corporate priorities of Innovation, Performance and Trust:

  • Supporting e2e code traceability and data provenance: Increasing assurance of data integrity through automation, integration
  • Enabling governance by design of external and internal data: with engineered practical solutions for controlled use and monitoring
  • Improving engineering efficiency: Extensible, reusable, scalable, updateable, maintainable, virtualized traceable data and code would be driven by data engineering innovation and better resource utilization.
  • Innovative disease-specific and domain-expert specific data products: to enable computational scientists and their research unit collaborators to get faster to key insights leading to faster biopharmaceutical development cycles.
  • Automation of end-to-end data flows: Faster and reliable ingestion of high throughput data in genetics, genomics and multi-omics, to extract value of investments in new technology (instrument to analysis-ready data in <12h)


The Data Framework team builds and manages (in partnership with Tech) reusable components and architectures designed to make it both fast and easy to build robust, scalable, production-grade data products and services in the challenging biomedical data space.

A Data Framework Engineer II is a highly technical individual contributor, building modern, cloud-native systems for standardizing and templatizing data engineering, such as:

  • Standardized physical storage and search / indexing systems
  • Schema management (data + metadata + versioning + provenance + governance)
  • API semantics and ontology management
  • Standard API architectures
  • Kafka + standard streaming semantics
  • Standard components for publishing data to file-based, relational, and other sorts of data stores
  • Metadata systems
  • Tooling for QA / evaluation

Etc.


A Data Framework Engineer II knows the metrics desired for their tools and services, and iterates to deliver and improve on those metrics in an agile fashion.


Responsibilities include:

  • Leverage tools provided by Tech (e.g. infrastructure as code, cloud ops, devops, logging / alerting, ...) in delivery of solutions
  • Write proper documentation in code as well as in wikis/other documentation systems
  • Stay up-to-date with developments in the open-source community around data engineering, data science, and similar tooling
  • Write fantastic code along with proper unit, functional, and integration tests for code and services to ensure quality
  • Given a well-specified data framework problem, implement end-to-end solutions using appropriate programming languages (e.g. python, scala, or go), open-source tools (e.g. Spark, elasticsearch, ...), and cloud vendor-provided tools (e.g. Amazon S3)


Why you?

Basic Qualifications:

We are looking for professionals with these required skills to achieve our goals:

  • Master's degree in Computer Science with a focus in Data Engineering or Software Engineering, etc. plus 2 years job experience, or Bachelor’s degree in Computer Science plus 4 years' job experience
  • Experience with basic data architecture (e.g. optimizing physical layout for access patterns)
  • Experience with common distributed data tools (Spark, Kafka, Hive, Presto, etc.)
  • Experience with basic search engines / indexing (e.g. Elasticsearch, Lucene)
  • Experience in writing Python, Java, Scala, Go, and/or C++


Preferred Qualifications:

If you have the following characteristics, it would be a plus:

  • Experience with public cloud provider like AWS, Azure and GCP
  • Comfortable with basics of search engines / indexing (e.g. Elasticsearch, Lucene)
  • Demonstrated experience building reusable components on Kubernetes or similar ecosystem
  • Comfortable with basics of data architecture (e.g. optimizing physical layout for access patterns)
  • Experience with agile software development
  • Experience with agile software development
  • Experience building and designing a DevOps-first way of working

  • LI-GSK

#GSKOnyx

#GSKDSDE2022

#GSKDEN2022


Why GSK?

Our values and expectations are at the heart of everything we do and form an important part of our culture.

These include Patient focus, Transparency, Respect, Integrity along with Courage, Accountability, Development, and Teamwork. As GSK focuses on our values and expectations and a culture of innovation, performance, and trust, the successful candidate will demonstrate the following capabilities:

  • Sustaining energy and wellbeing
  • Building strong relationships and collaboration, honest and open conversations.
  • Continuously looking for opportunities to learn, build skills and share learning.
  • Committed to delivering high-quality results, overcoming challenges, focusing on what matters, execution.
  • Budgeting and cost consciousness
  • Operating at pace and agile decision making – using evidence and applying judgement to balance pace, rigor, and risk.

GSK offers a competitive compensation package inclusive of the following: Competitive base salary, annual bonus based on company performance, access to healthcare and wellbeing programs, retirement savings program, paid time off, and employee recognition programs which reward exceptional achievements. The salary range for this role is: $115,974 to $156,906

GSK is a global biopharma company with a special purpose – to unite science, technology and talent to get ahead of disease together – so we can positively impact the health of billions of people and deliver stronger, more sustainable shareholder returns – as an organisation where people can thrive. Getting ahead means preventing disease as well as treating it, and we aim to positively impact the health of 2.5 billion people by the end of 2030.

Our success absolutely depends on our people. While getting ahead of disease together is about our ambition for patients and shareholders, it’s also about making GSK a place where people can thrive. We want GSK to be a workplace where everyone can feel a sense of belonging and thrive as set out in our Equal and Inclusive Treatment of Employees policy. We’re committed to being more proactive at all levels so that our workforce reflects the communities we work and hire in, and our GSK leadership reflects our GSK workforce.

If you require an accommodation or other assistance to apply for a job at GSK, please contact the GSK Service Centre at 1-877-694-7547 (US Toll Free) or +1 801 567 5155 (outside US).

GSK is an Equal Opportunity Employer and, in the US, we adhere to Affirmative Action principles. This ensures that all qualified applicants will receive equal consideration for employment without regard to race, color, national origin, religion, sex, pregnancy, marital status, sexual orientation, gender identity/expression, age, disability, genetic information, military service, covered/protected veteran status or any other federal, state or local protected class.

Important notice to Employment businesses/ Agencies

GSK does not accept referrals from employment businesses and/or employment agencies in respect of the vacancies posted on this site. All employment businesses/agencies are required to contact GSK's commercial and general procurement/human resources department to obtain prior written authorization before referring any candidates to GSK. The obtaining of prior written authorization is a condition precedent to any agreement (verbal or written) between the employment business/ agency and GSK. In the absence of such written authorization being obtained any actions undertaken by the employment business/agency shall be deemed to have been performed without the consent or contractual agreement of GSK. GSK shall therefore not be liable for any fees arising from such actions or any fees arising from any referrals by employment businesses/agencies in respect of the vacancies posted on this site.

Please note that if you are a US Licensed Healthcare Professional or Healthcare Professional as defined by the laws of the state issuing your license, GSK may be required to capture and report expenses GSK incurs, on your behalf, in the event you are afforded an interview for employment. This capture of applicable transfers of value is necessary to ensure GSK’s compliance to all federal and state US Transparency requirements. For more information, please visit GSK’s Transparency Reporting For the Record site.