Janea Systems · 2 months ago
Senior Software Engineer - Machine Learning
United States
Full-time
Remote
Mid, Senior Level
4+ years expJanea Systems is a dynamic team of software engineering specialists providing high-impact software development services to Fortune 500 companies. They are seeking a Senior Machine Learning Engineer to work on the client's internal AI/ML practice and utilize skills in LLM, Data Engineering, ML, and ML Ops.
Software
Responsibilities
Design scalable data pipelines and infrastructure for enterprise ML systems
Implement ML models and systems into production
Collaborate with data scientists and software engineers
Deploy scalable tools and services for machine learning training and inference
Evaluate new technologies to improve ML system performance and reliability
Apply software engineering best practices, including CI/CD, to ML development
Facilitate the development and deployment of ML proof-of-concepts
Review, refactor, optimize, containerize, deploy, version, and monitor ML models
Implement monitoring and alerting solutions to ensure the reliability and performance of machine learning systems
Optimize and automate the machine learning deployment process to ensure efficiency and reproducibility
Collaborate with cross-functional teams to troubleshoot and resolve issues related to machine learning deployments
Stay updated with industry trends and apply knowledge to drive innovation
Promote industry best practices and enhance team expertise
Qualification
Required
Bachelor's or Master's degree in Computer Science or a related field
4+ years of experience as a Software Engineer, Platform Engineer, ML Engineer, Data Scientist, AI Engineer, or Data Engineer
Flexibility in experience with different programming languages and willingness to adjust to project needs
Strong knowledge of Python
Knowledge of machine learning algorithms, data pre-processing methods, and ML frameworks (such as PyTorch, TensorFlow, Keras)
Experience with containers and Kubernetes in cloud environments (AWS, MS Azure, or GCP)
Familiarity with data-oriented workflow orchestration frameworks (KubeFlow, Airflow, Argo)
Understanding of software testing, benchmarking, and continuous integration principles
Ability to translate business needs into technical requirements
Excellent communication and problem-solving skills, with the ability to break down complex challenges and develop innovative solutions
Being self-motivated and adaptable, with the ability to work effectively in fast-paced, dynamic environment
Preferred
Familiarity with agent frameworks (such as Langchain, Langgraph, IllamaIndex)
Familiarity with developing RAG systems
Experience with Natural Language Processing (NLP)
Familiarity with monitoring tools (such as DataDog or Langfuse)
Any associate cloud certification (AWS preferred)
Benefits
Competitive compensation with benefits
Paid vacation
Sick leave
Generous office equipment allowance
Desk at an office/coworking facility
Company
Janea Systems
For over two decades, Janea Systems has provided high impact software development services to Fortune 500 companies.
51-200 employees
Funding
Current Stage
Growth StageLeadership Team
Toby Rawlinson
Chief Business Officer
Company data provided by crunchbase