Machine Learning Engineer
Há 7 dias
About the Team:
K2 Partnering Solutions is a global data solutions team that works fully remote. Our team is formed by associates with diverse backgrounds and skills, but we share a common mindset for analysis and problem-solving, and a strong work ethic of getting things done. We are at the forefront of key initiatives to provide insights through analytics tools and automation via custom Machine Learning solutions that look to enhance day-to-day operations to a 10X level of efficiency.
Role Overview:
As part of an established IT team, the Machine Learning Engineer will be responsible for designing and implementing self-running software to automate predictive models which aim to use its results to carry on future operations with an incremented amount of accuracy. We are looking for an experienced Machine Learning Engineer to join us. The successful candidate will be responsible for the analysis, implementation, and automation of key business processes.
Responsibilities:
• Understand business requirements and objectives
• Apply automation process concepts, from functionality to design to build and test automated processes
• Design and provision a cloud solution architecture, considering reliability, scalability, and security compliance
• Develop, debug, and deploy a recommendation system trained over textual data
• Build, test, deploy, and performance monitor ML powered applications
• Use data to answer questions from business experts
• Requirements & Skills: Python development, beyond Jupyter notebook, including module development; experience working with LLM's like OpenAI, Python framework LangChain or other Generative AI frameworks; SQL, Pandas, data wrangling, and extraction; STEM Bachelor (Computer Science, Information Systems, Statistics, etc.); experience implementing APIs with FastAPI or equivalent; adept at technology integration and quickly gaining exposure to new platforms; experience working in an Agile environment (Jira) and GIT (Bitbucket); desired skills: experience with GCP products, especially Cloud Run and BigQuery; experience with developing a RAG Generative AI project; knowledge of Salesforce or other CRM systems; Kedro framework for pipeline orchestration; Apache Airflow for data pipeline/ETL; familiarity with NLP libraries such as NLTK, SpaCy, and Gensim.
What We Offer:
K2 Partnering Solutions is an equal employment opportunity/affirmative action employer. We do not discriminate on the basis of an individual's actual or perceived characteristics protected by applicable federal, state, or local laws.
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