Senoir Big Data Engineer
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موقع الوظيفة:
الراتب شهرياً:
تاريخ النشر:
نُشرت قبل 2 يوم
عدد الوظائف الشاغرة:
1 عدد الوظائف الشاغرة
ملخص الوظيفة
About the role:
Forter is looking for a Senior Big Data Engineer to join our growing ML Platform team. This is a great opportunity for an experienced Data Engineer who wants to apply their skills to the world of Machine Learning. Together well provide the high-throughput tools and distributed systems needed to process billions of data points ensuring that our models have the feature-rich reliable data they need to perform in real-time.
ML is central to Forters work. It enables us to process billions of dollars worth of e-commerce transactions and identify fraud rings. Precision at scale is crucialour models depend on engineered features derived from massive datasets. As the volume of data and the complexity of these models grow we need senior engineers who can solve the Big Data challenges inherent in modern MLOps.
Why should you join us
Youll be part of a highly proficient engineering team that is the focal point for all ML engineering activity. This role is perfect for a Big Data specialist who wants to own the data-intensive side of MLbuilding the pipelines and infrastructure that transform raw global traffic into actionable intelligence.
What you will be doing:
- Designing and building the data-heavy components of our ML infrastructure allowing Forters models to make billions of real-time decisions every year.
- Building distributed data processing pipelines that power model training feature engineering and offline research at scale.
- Optimizing the Feature Store conceptensuring that the data used for training matches the data used in production for real-time serving.
- Acting as a technical consultant to data scientists and researchers helping them navigate massive datasets and providing the Spark-based tooling they need to iterate faster.
- Expanding our ML data infrastructure to be scalable and efficient focusing on the performance of data ingestion and transformation for diverse model types.
- Improving MLOps standards by ensuring data reproducibility lineage and quality across the entire model lifecycle.
Who are you
- 5 years of experience with large-scale data processing with deep expertise in Apache Spark.
- 5 years developing complex software with at least one general-purpose language (preferably Python or Scala).
- Backend and server-side development experience of complex highly scalable systems.
- Strong understanding of Data Engineering patterns (Partitioning Sharding Schema evolution) and how they apply to model performance.
- Interest in Machine Learning conceptsyou dont need to be a researcher but you should understand how data flows into a model.
- Experience working with public clouds (AWS / GCP / Azure).
- Fluent in written and spoken English.
Itd be really cool if you also:
- Are familiar with Databricks or Airflow for orchestrating complex ML workflows.
- Are comfortable in a containerized environment (Kubernetes/Docker).
- Have experience withlow-latency real-time data serving or streaming (Kafka).
About us:
Digital commerce is built on trust.At every point along the eCommerce journey businesses must make a critical decision: Can I trust this customer Answering this simple question accurately and instantly is powerfulit can accelerate revenue growth and strengthen a companys connection with its customers.How do we do itForter was founded on the insight that its not about what is being purchased nor where but who is behind the interaction.
The Forter Decision Engine finds patterns across more than one billion identities in our dataset. We isolate fraudsters and protect customersensuringeveryone gets the experience they deserve. Given that trust is central to how we operate Forter is very muchdriven by a defined set of values.We attract remarkable talent and have retention and engagement levels that are well above benchmarks. Were meticulous about strengthening our culture as we grow and ensuring this is anenvironment where people can have outsized impact.
Trust is backed by data Forter is a recipient of over 10 workplace and innovation awards including:
- Great Place to Work Certification ()
- Fortunes Best Workplacesin NYC (2022)
- #3 onFast Companys listof Most Innovative Finance Companies (2022)
- Forbes Cloud 100 (20212022)
- SAP Pinnacle Awards New Partner Application Award (2023)
- Fintech Breakthrough Awards Best Fraud Prevention Platform (2023)
Life as a Forterian:
We are a team of over 500 Forterians spread across 3 different continents. Since 2013 weve raised $525 million from investors such as Tiger Global Bessemer Sequoia Capital March Capital and Salesforce Ventures. Were on a mission to bring trust to global digital commerce so that companies like Nordstrom Priceline Instacart and ASOS can block fraud drive revenue and improve customer experience.
At Forter we believe unique people create unique ideas and valuable experience comes in many forms. So even if your background doesnt match everything we have listed in the job description we still encourage you to apply and tell us why your skills and values could be an asset to us. By welcoming different perspectives we grow together as humans and as a company.
Forter is an Equal Employment Opportunity employer that will consider all qualified applicants regardless of race color religion gender sexual orientation marital status gender identity or expression national origin genetics age disability status protected veteran status or any other characteristic protected by applicable law.
If you need assistance or an accommodation due to a disability please email us at This information will be treated as confidential and used only for the purpose of determining an appropriate accommodation for the interview process.
Required Experience:
IC
المهارات المطلوبة
- Apache Hive
- S3
- Hadoop
- Redshift
- Spark
- AWS
- Apache Pig
- NoSQL
- البيانات الضخمة
- مستودع البيانات
- Kafka
- Scala
عن الشركة
Forter provides new generation fraud prevention to meet the challenges faced by modern enterprise e-commerce. Only Forter provides fully automated, real-time Decision as a Service™ fraud prevention, with approve/decline decisions backed by a 100% chargeback guarantee. The system elimi ... اعرض المزيد
