Published: Sat, 30 Nov 2024 00:50:44 GMT
Burq is revolutionizing the delivery industry by creating a simple turnkey solution for businesses. We partner with the largest delivery networks and provide an easy plug-in system for businesses to offer delivery to their customers. With backing from leading venture capitalists and a world-class team, we are quickly expanding and looking for talented individuals to join us on our mission.
Position: AI/ML Engineer
Company: Burq
Location: United States
Salary: Competitive
Burq is seeking an experienced AI/ML Engineer to join our growing team. Our mission is to simplify the complex process of delivery and we’re already powering deliveries for some of the fastest-growing companies. As an AI/ML Engineer, you will play a crucial role in designing, developing, and deploying cutting-edge machine learning models and data pipelines. You will collaborate with a talented team of data engineers, data scientists, and business stakeholders to build scalable solutions that drive impactful business decisions.
Key Responsibilities:
– Design, develop, and deploy machine learning models using Databricks and Apache Spark
– Implement data preprocessing, feature engineering, and model training pipelines
– Utilize dbt (data build tool) to transform and model data in Snowflake to prepare datasets for machine learning
– Use SQL and Python to analyze large datasets, derive meaningful insights, and build training datasets
– Conduct exploratory data analysis to identify trends, patterns, and anomalies
– Develop and maintain ETL pipelines using Airbyte to ingest data from various sources into Snowflake
– Manage and optimize data storage and retrieval using Delta Lake on Databricks to ensure efficient access for ML models
– Create and maintain interactive dashboards and visualizations in Tableau to communicate model results and insights to stakeholders
– Collaborate with data scientists to refine and improve machine learning models
– Monitor and evaluate the performance of deployed models, ensuring they meet accuracy and performance standards
– Work with relational databases such as MySQL and PostgreSQL for data storage and management as needed
– Communicate complex technical concepts and results to non-technical stakeholders effectively
Qualifications:
– Bachelor’s or Master’s degree in Computer Science, Data Science, Engineering, or a related field
– Proficiency in SQL and Python
– Experience with data integration tools like Airbyte
– Strong knowledge of data warehousing concepts and hands-on experience with Snowflake
– Experience with data transformation tools such as dbt
– Proficiency in using Databricks and Apache Spark for big data processing and machine learning
– Familiarity with Delta Lake for data lake management
– Experience with data visualization tools like Tableau
– Experience with relational databases like MySQL and PostgreSQL
– Strong analytical and problem-solving skills
– Excellent communication and teamwork abilities
– Ability to work in a fast-paced and dynamic environment
– A strong individual contributor mindset, demonstrating high autonomy
– Knowledge of machine learning libraries and frameworks such as TensorFlow, PyTorch, or Scikit-Learn
– Experience with cloud platforms such as AWS, GCP, or Azure
– Relevant certifications in data engineering, machine learning, or cloud technologies
About Burq:
Burq is revolutionizing the delivery industry by creating a simple turnkey solution for businesses. We partner with the largest delivery networks and provide an easy plug-in system for businesses to offer delivery to their customers. With backing from leading venture capitalists and a world-class team, we are quickly expanding and looking for talented individuals to join us on our mission. Join us and be a part of our exciting journey to make delivery easy for businesses! 🚀 Apply link
