Senior Machine Learning Engineer
2 meses atrás
Location: Portugal (Portuguese residency required)
Work Model: Remote
DAY-TO-DAY DUTIES:
As a Machine Learning Engineer at Top Sigma, you will:
- Design, develop, and deploy advanced machine learning models to solve complex business problems.
- Establish and implement best practices for training, validating, and deploying scale-based machine learning models.
- Collaborate with cross-functional teams, including software developers, data engineers, and data scientists, to create integrated ML solutions.
- Utilize state-of-the-art technologies to build and maintain batch and real-time ML systems.
- Develop and manage the infrastructure and tools necessary for efficient ML model development and deployment.
REQUIREMENTS:
- At least 7 years of professional experience as an ML Engineer or DataOps Engineer.
- Proven experience in designing and deploying large-scale ML systems.
- Strong programming skills in Python and adherence to SOLID software engineering principles.
- Extensive experience with SQL for data manipulation and querying.
- Knowledge of data processing and orchestration tools, such as Vertex, Dataflow, Cloud Run, BigQuery, Datastore, Cloud Storage, Cloud Functions, or PubSub.
- Proficient in machine learning techniques and MLOps and data engineering practices.
- Experience with Snowflake for data warehousing and analytics.
- Familiarity with IaC tools like Terraform or similar.
- Hands-on experience with cloud platforms such as AWS, GCP, or Azure.
- Experience with data streaming technologies like Snowflake Cortex, AWS Bedrock, AWS MSK, and Snowpipe Streaming.
- Degree in Computer Science or a related field.
BENEFITS AND PERKS:
- Flexible working hours
- 25 days of holiday
- Anniversary day off
- Budget for office setup
- Working hours exemption allowance
- Capitalization Insurance
- Training budget
- Paid Learning Subscription
- Health insurance
- Food Allowance
ABOUT TOP SIGMA:
Welcome to Top Sigma, a leading provider of innovative DevOps & SRE Services and Cloud Solutions. We focus on DevSecOps integration, performance optimization, and cost efficiency to help our clients achieve scalability, security, and cost savings. We provide Cloud Training, Workshops, and Consultancy services to help clients achieve their DevOps Transformation Strategy goals. Additionally, through our Cloud Resilience teams, we ensure the data security of our clients, allowing them to focus on their core business with peace of mind.
We look forward to welcoming you to our team
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