Insinyur analitik
Insinyur analitik mengubah data kesehatan dan perawatan mentah menjadi model data yang bersih, teruji, dan terdokumentasi yang dapat diandalkan analis, ilmuwan data, dan perangkat pelaporan. Mereka berada di antara rekayasa data dan analisis, menerapkan praktik rekayasa perangkat lunak seperti kendali versi, pengujian, dan tinjauan kode pada transformasi di balik laporan dan dasbor organisasi.
Teks ini diterjemahkan dari bahasa Inggris oleh asisten kecerdasan buatan dan belum ditinjau oleh penutur asli bahasa Indonesia. Kutipan dari Kerangka Kapabilitas Profesi Digital dan Data Pemerintah Inggris (UK GDaD PCF) dan dari ESCO tetap dalam bahasa Inggris.
- Rumpun
- Data
- Peran UK GDaD PCF
- Analytics engineer (Data)
- Jabatan ESCO
- data engineer (ISCO-08 2511); business intelligence manager (ISCO-08 2421)
- Di GitHub
- Dokumen peran · Data peran
Tingkat
| Pita | Tingkat peran | Tingkat UK GDaD PCF | Golongan pegawai negeri | Poin penilaian jabatan |
|---|---|---|---|---|
| 4 | Insinyur analitik pemagang | Trainee analytics engineer | AO/EO | 276 |
| 6 | Insinyur analitik | Analytics engineer | HEO/SEO | 418 |
| 7 | Insinyur analitik senior | Senior analytics engineer | SEO/G7 | 477 |
| 8a | Insinyur analitik pimpinan | Lead analytics engineer | G7 | 551 |
| 8c | Kepala rekayasa analitik | Head of analytics engineering | G6 | 634 |
Di organisasi layanan kesehatan digital
- Model data mengodekan definisi klinis dan operasional, seperti apa yang dihitung sebagai rawat inap, rawat inap ulang, atau pelanggaran standar waktu tunggu, sehingga definisi disepakati dengan pimpinan klinis dan operasional.
- Kode klinis dari terminologi dan klasifikasi seperti SNOMED CT dan ICD dikelompokkan menjadi kumpulan referensi untuk analisis, yang memerlukan kendali versi yang cermat.
- Model yang dipakai untuk laporan kinerja dan pendanaan harus konsisten dan dapat diaudit, karena kesalahan dapat memengaruhi keputusan tentang layanan pasien.
- Model sering memuat data tingkat pasien yang dipseudonimkan, sehingga akses, dokumentasi, dan peminimalan data dibangun di dalamnya.
Deskripsi peran UK GDaD PCF
An analytics engineer transforms data relevant to the organisation into structures that enable analysis and decision-making.
In this role, you will:
- work with subject matter experts to understand organisational processes and translate these into data structures optimised for analysis
- work with data users to design and build data models they can use for effective analysis and decision-making, using modelling techniques such as Kimball or Inmon
- support data quality improvement
- develop standards for data transformation
- create and maintain data documentation
- refine requirements in response to feedback from users and changes in the organisation
- provide ongoing support to users
Jabatan dan keterampilan ESCO
ESCO mencantumkan keterampilan dan pengetahuan yang biasanya dibutuhkan pemberi kerja (esensial) atau mungkin dibutuhkan (opsional) untuk setiap jabatan. Pakailah sebagai daftar periksa untuk percakapan pengembangan.
data engineer
Data engineers develop the architecture needed to process, manage, and store large amounts of data which will be used by data scientists for analysis. They design the infrastructure and maintain data pipelines and warehouses to leverage data for strategic advantage.
Keterampilan dan pengetahuan Esensial (23)
Keterampilan dan kompetensi
- create data sets
- design database in the cloud
- develop data processing applications
- establish data processes
- implement data warehousing techniques
- manage ICT data architecture
- manage data
- manage quantitative data
- manage research data
- perform dimensionality reduction
- process data
- store digital data and systems
- use data processing techniques
- use databases
Pengetahuan
- cloud technologies
- computer science
- data analytics
- data models
- data storage
- data warehouse
- database management systems
- unstructured data
Lainnya
Keterampilan dan pengetahuan Opsional (5)
Keterampilan dan kompetensi
Pengetahuan
business intelligence manager
Business intelligence managers gain knowledge of the industry, the innovative processes therein, and contrast them with the operations of the company in order to improve them. They focus their analysis in the supply chain processes, warehouses, storage, and sales as to facilitate communication and revenue improvement.
Keterampilan dan pengetahuan Esensial (33)
Keterampilan dan kompetensi
- advise on efficiency improvements
- align efforts towards business development
- analyse the context of an organisation
- apply change management
- create a work atmosphere of continuous improvement
- develop company strategies
- develop revenue generation strategies
- ensure compliance with policies
- gather technical information
- identify undetected organisational needs
- implement strategic planning
- improve business processes
- integrate strategic foundation in daily performance
- interpret business information
- liaise with managers
- make data-driven decisions
- manage business knowledge
- manage project metrics
- monitor company policy
- perform business analysis
- perform data analysis
- provide improvement strategies
- track key performance indicators
Pengetahuan
Keterampilan dan pengetahuan Opsional (26)
Keterampilan dan kompetensi
- advise on tax policy
- analyse business plans
- analyse production processes for improvement
- analyse supply chain strategies
- deliver business research proposals
- identify suppliers
- implement a management system
- keep updated on innovations in various business fields
- make strategic business decisions
- manage budgets
- monitor customer behaviour
- perform business research
- perform market research
- recommend product improvements
- train employees
- use consulting techniques
Pengetahuan
Contains ESCO v1.2.1 data (https://esco.ec.europa.eu/). © European Union. Reuse authorised under Commission Decision 2011/833/EU.