Jr. AI/Machine Learning Engineer (Python, R, Hadoop) - Contract
- Job Title
- Jr. AI/Machine Learning Engineer (Python, R, Hadoop) - Contract
- Job ID
- 27175202
- Location
- Ann Arbor, MI 48104
- Other Location
- Description
-
Title: Jr. AI/Machine Learning Engineer (Python, R, Hadoop)
Our History:
From our start in 2009, Conexess has established itself in 3 markets, employing nearly 200+ individuals nation-wide. Operating in over 15 states, our client base ranges from Fortune 500/1000 companies, to mid-small range companies. For the majority of the mid-small range companies, we are exclusively used due to our outstanding staffing track record
Who We Are:
Conexess is a full-service staffing firm offering contract, contract-to hire, and direct placements. We have a wide range of recruiting capabilities extending from help desk technicians to CIOs. We are also capable of offering project based work.Job Description:
This job description is for 2 Junior AI Engineers where we expect relevant academics background (Computer Science) and preferably some industry experience in IT field.- Define architecture and selecting appropriate runtime components to host AI/ML models
- Support models built in Python and R
- Build API interface for AI/ML models
- Performance test and tune the AI/ML models and any runtime components
- Support Data Science team with any data movements, data transformation and analysis etc.
- Engineer and operationalize the AI/ML API environments
- Deploy new hardware
- Implement environments in our global data centers
- Operationalize data center failover processes for inference engines
- Integrate with corporate security systems, SOC, NOC etc. for monitoring and alerting
- Define deployment best practices and automate promotion of code/models (DevOps processes)
- Manage, maintain, refresh and upgrade environmental components (including patching etc.)
- Capacity management and planning of the environment
- Optimize the design practices for building AI/ML models
Minimum Requirements:
- Must have experience programming with Python
- Must understand the package management for various environments (Python, R and Hadoop environments)
- Nice to have experience with Notebooks for data analytics
- Nice to have experience programming in R language
- Experience with deployment and management of Windows and Unix VMs
- Nice to have – experience deploying and managing containers
- Some experience understanding the AI/ML approaches
- Must have experience scripting with shell script and/or PowerShell
- Must have experience with administration of Hadoop ecosystem – specifically HDFS, Hive and Spark
- Nice to have experience implementing and managing Kafka
- Nice to have – Site Reliability Engineering experience (1+ years)
- Nice to have experience with GPU based compute for AI/ML learning and inference engine
Qualifications
- Master’s in computer science or Undergraduate in Computer Science / Electrical Engg with 1-2 years of IT experience
- Team player and the ability to work in a collaborative environment
- Must be highly resourceful and creative in fulfilling the job requirements
- Must be a great communicator
- Must be able to work independently with limited management
- Nice to have – 1-2 years of operations and management experience with data and/or online transactional platforms
- Nice to have – Develop and operationalized systems
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