Machine Learning Engineer

🔥 0 minutes ago

🇷🇴 Romania – Remote

⏰ Full Time

🟡 Mid-level

🟠 Senior

🤖 Machine Learning Engineer

👻 Ghost score 15%

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Logo of AllCloud

AllCloud

201 - 500 employees

Founded 2014

💼 Consulting

📦 Logistics

🏥 Healthcare

Consulting • Logistics • Healthcare

AllCloud is a cloud consulting company that provides tailored AWS and Salesforce solutions to optimize operations and accelerate innovation for businesses. They specialize in cloud platforms, data and AI, and managed services, helping companies in various industries including financial services, retail, and technology. As a recognized AWS Premier Consulting Partner and Salesforce Consulting Partner, AllCloud offers expertise in cloud transformation, Customer 360 insights, and scalable cloud infrastructures.

📋 Description

• Deliver AI/ML projects on AWS using native services and custom-built models to provide predictive insights • Support cloud migrations, optimize customer databases and data flows, and enrich operational and functional data flows with AI/ML algorithms • Design, build, and operate infrastructure for extracting, transforming, and loading data from varied sources using SQL, AWS migration, and big data technologies • Optimize cloud RDBMS engines and resolve customer security, performance, and operational problems • Design, build, and operate large, complex data lakes meeting functional and non-functional business requirements • Optimize ingestion, storage, processing, and retrieval of data ranging from near-real-time events and IoT to unstructured images, audio, video, and documents • Use Jupyter Notebooks to build and deploy ML models • Leverage AWS pre-built AI/ML solutions • Work with customers and internal stakeholders, including Executive, Product, Data, Software Development, and Design teams, on data-related technical issues and infrastructure needs • Keep customers' data separated and secure to meet compliance and regulatory requirements • Support new system designs and migrate existing systems in collaboration with solutions architects, project managers, and data scientists

🎯 Requirements

• 3+ years of experience in a Data Scientist/Machine Learning Engineer role • Bachelor's degree in Computer Science, Mathematics, Informatics, Information Systems, or another quantitative field (Graduate degree preferred) • Experience with big data tools: Spark, ElasticSearch, Hadoop, Kafka, Kinesis • Experience with relational SQL and NoSQL databases, such as MySQL, Postgres, DynamoDB, or Cassandra • Experience with AWS cloud services: EC2, RDS, EMR, Redshift • Experience with functional and scripting languages: Python, Java, Scala • Experience with ML models for classification, scoring, and more • Experience with Deep Learning Neural Networks, including Convolution and NLP • Experience with AWS AI/ML Services • Experience with Python coding • Advanced working SQL knowledge and relational database experience, including query authoring • Experience building and optimizing big data pipelines, architectures, and datasets • Strong analytic skills related to unstructured datasets • Experience building processes supporting data transformation, data structures, metadata, dependency, and workload management • Working knowledge of message queuing, stream processing, and highly scalable big data data stores • Experience supporting and working with external customers in a dynamic environment • AWS Machine Learning Specialty certification strongly preferred • AWS Solutions Architect - Associate certification strongly preferred

🏖️ Benefits

• Learning and personal development opportunities • Work with leaders who promote learning and personal development • Equal Opportunity Employer

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