Machine Learning Engineer | Tribun Network | SuperApps

PT Kompas Gramedia Group; Jakarta Barat; On-site; IDR 250,000,000 - 420,000,000; Full time

Job summary

Kompas Gramedia membuka posisi sebagai ML Engineer/AI Engineer untuk mengembangkan sistem rekomendasi, personalisasi, dan AI generatif. Anda akan bekerja dengan dataset besar, membangun model, dan menerapkan solusi AI yang meningkatkan konten serta pendapatan perusahaan.

Posisi ini menuntut pengalaman praktis di ML, pemodelan data, dan penggunaan framework utama seperti TensorFlow/PyTorch. Diharapkan integrasi dengan infrastruktur cloud dan praktik MLOps di lingkungan produksi.

Qualifications

• Memiliki pengalaman 2+ tahun ML engineering/AI engineering dengan feature engineering dan analisis statistik.
• Gelar BS/MS di CS, Matematika, atau bidang terkait (atau pengalaman praktis setara).
• Pemahaman software engineering baik (Python, Java) dan pembuatan kode yang kuat.
• Pengalaman dengan TensorFlow / PyTorch serta pengolahan data skala besar.

Responsibilities

• Riset, implementasi, dan validasi algoritma state-of-the-art khususnya Personalization, NLP, dan Generative AI.
• Kembangkan model prediktif dan produk AI untuk insight data, targeting iklan, rekomendasi, dan konten.
• Bekerja dengan dataset skala besar untuk aplikasi berbasis data.
• Identifikasi peluang AI baru dan produk yang selaras dengan kebutuhan Tribun.

Skills

Machine Learning

Python

Java

Statistical analysis

Data processing

A/B testing

Education

BS/MS in Computer Science or Mathematics

Tools

TensorFlow

PyTorch

AWS

GCP

Docker

Kubernetes

Job description

DESKRIPSI PEKERJAAN

Job Description :

• Research, implement, and validate state-of-the-art algorithms, particularly in Personalization, NLP, and Generative AI, using A/B testing and other rigorous methods.
• Develop predictive models and AI-driven products to optimize data insights, ad targeting, recommendation, content assistance, and overall business support.
• Work extensively with large-scale datasets to develop and enhance data-driven applications and media offerings.
• Drive innovation by identifying and crafting new AI-powered opportunities and products tailored to Tribun’s evolving business needs.

KUALIFIKASI MINIMUM

Minimum Requirements

• 2+ years of hands-on ML engineering / AI Engineer experience, including feature engineering, model building, data processing, and statistical analysis.
• BS/MS in Computer Science, Mathematics, or a related field, or equivalent practical experience.
• Solid software engineering (Python, Java, etc) with experience in building and implementing robust code.
• Proficiency core data structures , and at least one major ML framework (e.g., TensorFlow, PyTorch, etc).
• Experience in large-scale data queries to transform for both structured and unstructured data.
• Proven experience developing and deploying user personalization systems or other Inference engines in a production environment.

Preferred Requirements

• Deep understanding and practical application of embedding techniques, various retrieval algorithms, and data modeling for vector databases.
• Experience working directly with NLP and Generative AI frameworks (e.g., Bedrock, LangChain, or LlamaIndex).
• Proficiency with cloud platforms (AWS is highly preferred, GCP is a plus).
• Hands-on experience with containerization technologies (Docker, Kubernetes) for deploying and scaling applications.
• Hands-on MLOps, including model serving, robust monitoring strategies, automated model refresh management, and CI/CD for ML.

RINGKASAN PERKERJAAN

• *SPESIALISASI**: IT and Software
• *PENDIDIKAN MINIMAL**: S1 (Sarjana)
• *SISTEM KERJA**: On-site
• *TIPE PEKERJAAN**: Full time
• *LOKASI**: West Jakarta, DKI Jakarta, Indonesia
• *INDUSTRI**: Media Production
• *SITUS PERUSAHAAN**: http://www.kompasgramedia.com

TENTANG PERUSAHAAN

Kompas Gramedia, through its more than 50 years of history, is striving for one goal: enlightening and empowering Indonesia. To ensure that we are able to serve the nation for another 50 years, we are undergoing a digital transformation; strengthening and expanding our solid business pillars by developing new digital business initiatives.

Our vision is to enlight all the people in Indonesia with all the knowledge we have.