Deskripsi pekerjaan Senior Machine Learning Engineer (SMLE) - Hybrid Insignia
As a Senior Machine Learning Engineer on our Research & Presales team, you'll play a pivotal role in driving innovative solutions and developing end-to-end machine learning processes for Proof of Concept (PoC).
What You'll Do:
- Develop, implement, and fine-tune ML models to solve business challenges.
- Build, deploy, and maintain predictive & prescriptive analytics models.
- Design and optimize data pipelines and ETL processes.
- Develop ML/AI end-to-end processes for PoC, showcasing their practical impact.
- Conduct research to identify new ML/AI solutions based on real-world use cases.
- Present innovative ML/AI approaches to address user pain points.
- Collaborate with data scientists, engineers, and experts to deliver impactful ML solutions.
- Preprocess large datasets for training and testing ML models.
- Monitor and integrate ML models into production systems.
- Stay ahead of the curve with the latest ML advancements and best practices.
What You Bring:
- Bachelor’s degree in Mathematics, Statistics, Computer Science, or related fields.
- Experience in presales or solution architecture is a plus.
- Proficiency in Python, R, SQL, and frameworks like Scikit-learn, TensorFlow, or PyTorch.
- Solid experience with cloud platforms (AWS, GCP, or Azure) and tools like Apache Spark, Kafka, or Hadoop.
- Deep understanding of database systems (SQL, NoSQL) and advanced data modeling techniques.
- Strong track record of delivering innovative data solutions.
- Ability to create visualizations and dashboards for data insights.
- Familiarity with agile, DevOps practices, and CI/CD pipelines.
Perks:
> Hybrid work mode 🏡
> Office location: West Jakarta 🌍