Data Lead Engineer Recommender
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Job Location:
Monthly Salary:
Posted on:
15 hours ago
Vacancies:
1 Vacancy
Job Summary
Key Responsibilities
- Take ownership of the technical direction and execution of machine learning projects within the Data Science team;
- Mentor and support junior engineers and data scientists enabling their growth and success;
- Establish best practices for software design architecture and MLOps;
- Design and optimize end-to-end machine learning pipelines for training testing and deployment in production environments;
- Ensure seamless deployment of machine learning models and implement monitoring solutions to track performance accuracy and drift over time;
- Collaborate with data scientists to transition experimental models to production-grade solutions;
- Work closely with other software/data engineers and product teams to ensure effective delivery of machine learning products;
- Collaborate with other teams and gather requirements to solve complex customer problems with machine learning;
- Maintain and scale machine learning infrastructure using GCP;
- Implement robust security measures to protect data privacy;
- Create and maintain APIs or other interfaces to deliver machine learning results to internal teams and Metros customers;
- Evaluate emerging machine learning technologies frameworks and trends and introduce improvements to existing workflows.
Qualifications :
Education
Bachelors or Masters degree in Computer Science Software Engineering or equivalent practical experience.
Work Experience & Skills
- 8 years of hands-on experience in building and deploying machine learning models in production. Strong technical background and current modern BI and reporting technologies;
- Proven experience in leading or mentoring technical teams;
- Proficiency in Python Go and machine learning frameworks;
- Strong understanding of MLOps tools and practices including CI/CD pipelines model versioning and monitoring;
- Proficient with data transformation tools (preferable dbt);
- Expertise in GCP services such a Cloud Run Kubernetes BigQuery and VertexAI;
- Solid skills in API development and automated testing;
- Exceptional problem-solving abilities and a proactive team-oriented mindset;
- Strong communication and collaboration skills with the ability to explain technical concepts to non-technical stakeholders;
- Leadership qualities with a track record of driving projects and guiding teams toward success;
- Experience in optimizing models for performance (e.g. inference speed resource usage);
Additional Information :
Nice-to-Have
Understanding of ethical AI bias mitigation and data privacy principles.
Remote Work :
No
Employment Type :
Full-time
Key Skills
- Apache Hive
- S3
- Hadoop
- Redshift
- Spark
- AWS
- Apache Pig
- NoSQL
- Big Data
- Data Warehouse
- Kafka
- Scala
About Company
METRO is a leading international wholesale company with food and non-food assortments that specialises in serving the needs of hotels, restaurants and caterers (HoReCa) as well as independent traders. Around the world, METRO has 15 million customers who can choose whether to shop in o ... View more
