Important Information
Location: Brazil
Job Mode: Full-time
Work Mode: Work from home
Job Summary
This role will be responsible for data science and ML Ops on the Databricks platform. This role requires a deep understanding of:
MLOps processes and design; Model deployment and reusability; Containerization; Data science techniques and tooling; Orchestration and CI/CD.
Responsibilities and Duties
- Use expertise in machine learning, NLP, and other big data techniques to identify and extract insights from data;
- Maintain the platform for data science including shared namespaces, and ensure data availability for data science downstream teams;
- Design and enhance models with a focus on model performance and scalability;
- Develop re-deployable and containerized models;
- Manage, maintain, and oversee model pipelines on the Databricks platform;
- Ensure models meet required security and compliance guidelines, and PII management;
- Adhere to Agile development cycles;
- Adhere to version control and SDLC best practices.
Essential Skills
- Experience in data science;
- Have hands-on experience with and understanding of the following:
- Databricks;
- MLFlow;
- Kubernetes;
- Cloud platform engineering;
- Strong coding proficiency in Python or other programming languages;
- Understanding of ML frameworks (TensorFlow/PyTorch);
- Distributed computing (Spark/Scala);
- Kafka;
- Airflow;
- CI/CD pipelines;
- Agile;
- Git and version control.
About Encora
Encora is the preferred digital engineering and modernization partner of some of the world’s leading enterprises and digital native companies. With over 9,000 experts in 47+ offices and innovation labs worldwide, Encora’s technology practices include Product Engineering & Development, Cloud Services, Quality Engineering, DevSecOps, Data & Analytics, Digital Experience, Cybersecurity, and AI & LLM Engineering.
At Encora, we hire professionals based solely on their skills and qualifications, and do not discriminate based on age, disability, religion, gender, sexual orientation, socioeconomic status, or nationality.
What We Do
Headquartered in Santa Clara, California, and backed by renowned private equity firms Advent International and Warburg Pincus, Encora is the preferred technology modernization and innovation partner to some of the world’s leading enterprise companies. It provides award-winning digital engineering services including Product Engineering & Development, Cloud Services, Quality Engineering, DevSecOps, Data & Analytics, Digital Experience, Cybersecurity, and AI & LLM Engineering. Encora's deep cluster vertical capabilities extend across diverse industries, including HiTech, Healthcare & Life Sciences, Retail & CPG, Energy & Utilities, Banking Financial Services & Insurance, Travel, Hospitality & Logistics, Telecom & Media, Automotive, and other specialized industries.
With over 9,000 associates in 47+ offices and delivery centers across the U.S., Canada, Latin America, Europe, India, and Southeast Asia, Encora delivers nearshore agility to clients anywhere in the world, coupled with expertise at scale in India. Encora’s Cloud-first, Data-first, AI-first approach enables clients to create differentiated enterprise value through technology
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