Overview
job title: ai/machine learning engineer
job location: mexicali, mexico
department: trimble construction
are you passionate about the foundational elements of machine learning and eager to contribute to innovative ai solutions within a supportive team environment? This role offers an exciting opportunity to begin a career in ai/ml engineering and contribute to a forward-thinking organization that is always pushing boundaries.
responsibilities
* participate in all aspects of agile software development, including design, implementation, and deployment
* design, build and maintain data transformations efficiently and reliably for different purposes (e.g. indexing, reporting, growth analysis, multi-dimensional analysis)
* design, implement and maintain reliable, scalable, robust and extensible big data systems that support core products and business
* design, develop and support data pipelines and workflows that integrate various sources of structured and unstructured data across our customers\' landscape
* assess and implement custom data wrangling to transform customer datasets for processing by ml models
* monitor data processing and ml workflows to ensure customer data is accurately processed, debugging and resolving issues as needed
* generate data artifacts and analytics to assess the quality of ai workflow results
* collaborate with engineering to assess model performance and improve results
* collaborate with product engineering to resolve issues during deployment and onboarding
* collaborate with customer success and account managers to maintain customer relationships and satisfaction
* develop tooling and playbooks to streamline technical delivery activities
* develop and maintain rag & vector embeddings for ai and semantic search
* establish solid design and engineering practices for engineers and non-technical stakeholders
* develop and maintain scalable, high-performing software solutions using the specified tech stack
* architect and guide data pipelines and lakes; collaborate with cross-functional teams to design and implement new features
* ensure code quality through functional testing; troubleshoot and debug issues for smooth functionality
* collaborate across time zones via slack, github, documentation, and videoconferences
* stay up to date with industry trends and best practices
required skills and qualifications
* experience in the automotive industry and automotive parts standards such as aces and pies
* experience in data analysis, data ingestion and etl (extraction, transformation & loading)
* experience with big data technologies (airflow, hadoop, mapreduce, hive, spark, metastore, presto, flume, kafka, clickhouse, flink, etc.)
* experience with elasticsearch & opensearch
* experience with vector databases (qdrant, opensearch, milvus)
* experience with aws bedrock & q
* excellent problem-solving and communication skills
* experience working in a small startup environment
* experience with e-commerce platforms or solutions
* experience with aws and cloud services
* ability to write and maintain clear technical documentation
* experience with search technologies (full-text lexical and/or semantic vector-based search)
* strong understanding of git and ci/cd pipelines
* experience building saas dashboards with graphs for analytics and kpis
* experience working with restful and graphql apis
* knowledge of python, r, or rust
* excellent ability to write efficient sql queries; strong debugging and optimization skills
preferred skills and qualifications
* bachelor\'s degree in computer science
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