What are the responsibilities and job description for the ML Practitioner with MLOps & GenAI (1117) position at Axtria - Ingenious Insights?
Onsite Requirements: up to three days a week. Relocation is provided, if outside of commutable distance.
Introduction
Axtria is a global provider of cloud software and data analytics to theLife Sciencesindustry. We helpLife Sciencescompanies transform the product commercialization journey to drive sales growth and improvehealthcareoutcomes for patients. We are acutely aware that our work impacts millions of patients and lead passionately to improve their lives. Since our founding in 2010, technology innovation has been our winning differentiation. We continue to leapfrog competition with platforms that deploy Artificial Intelligence and Machine Learning. Our cloud-based platforms - Axtria DataMAx™, Axtria SalesIQ™, Axtria InsightsMAx™, and Axtria CustomerIQ™ - enable customers to efficiently manage data, leverage data science to deliver insights for sales and marketing planning, and manage end-to-endcommercialoperations. We help customers in the complete journey from Data to Insights to Operations. With customers in over 75 countries, Axtria is one of the biggest globalcommercialsolutions providers in theLife Sciencesindustry. We continue to win industry recognition for growth and are featured in some of the most aspirational lists - Inc. 5000, Deloitte Technology Fast 500™, NJBIZ Fast 50, SmartCEO Future 50, Red Herring 100, and several other growth and technology awards.
Axtria is looking for exceptional talent to join our rapidly growing global team. People are our biggest perk! Our transparent and collaborative culture offers a chance to work with some of the brightest minds in the industry. Axtria Institute, our in-house university, offers the best training in the industry and an opportunity to learn in a structured environment. A customized career progression plan ensures every associate is set up for success and able to do meaningful work in a fun environment. We want our legacy to be the leaders we produce for the industry. Will you be next?
Position Description:
We are currently hiring for an ML Practitioner with MLOps & GenAIprofessionals experienced with defining and developing ML Capabilities for Life Science organizations in Berkeley Heights, NJ
Key Responsibilities:
- Technical
- Senior ML Model , ML Framework and MLOps Practitioner
- Leads and performs Architecture and Solution Discussions on ML Framework implementations & MLOps
- Design and Prototype GenAI Architecture & Implementations using Azure/AWS tools
- Experience in building Full-stack solutions on ML and Implementing using AWS, Azure, Third party technologies like Databricks.
- Recommend KPIs for MLOPs end-to-end Operations and Technical enhancements to meet customers' Immediate and long-term needs in the MLOps Process.
- Business Development
- Author solutions for current and potential customer concerns, including responding to RFPs and developing white papers
- Need to actively contribute to Pre-Sales /BD for custom solutions
- Identify and develop use cases, KPIs, POCs, and demos to demonstrate our capability in Big Data and our ability to understand and address business problems.
- Must have good planning, analytical, decision-making, and communication skills.
- Act and be seen as a trusted advisor by both client and internal stakeholders.
- Client Needs Assessment, Project scoping for projects
- Demonstrate technical and strategic leadership
- Delivery
- Lead and Own delivery of ML/GenAI engagements by exceeding customer expectations
- Prepare Estimation and Pricing for customer and internal projects
- Lead medium to large-size projects, and manage the execution by planning project activities, assigning tasks to teams, tracking, and monitoring the tasks, and working with close coordination with the senior leadership (both client and internal)
- Training
- Provide training and support for internal employees and customers
- Mentor large team to build required capabilities and technical strength
Desired Skills & Experience
- Overall 10 years of experience as an ML Practitionerleaderin Life Sciences.
- Hands-on experience and proficiency in: -
- Experience in building Commercial Pharma ML Models.
- Full Stack implementation experience in the ML Ecosystem
- MLOps & Automation Stack
- Snowflake, Data Bricks
- Dataiku Stack, MLFlow, Sagemaker
- SQL/Python
- CheckMarx, SonarQube
- Jenkins, GITactions
- Knowledge of Commercial Analytical Models and Domain skills
- Self-starter who can work independently.
- Team player who is pleasant to work with.
- Excellent at both verbal and written communications (must be able to represent Axtria and lead discussions with both technical and business leaders in the organization)
- Excellent troubleshooting and problem-solving skills.
- Strong aptitude for problem-solving and working with large data sets.
- Proven ability to handle multiple projects while meeting deadlines and documenting progress toward those deadlines.
- Bachelor's degree in computer science. MBA / Master's Degree/Ph.D. is preferred
Logistics and Location:
- We are hiring for the New Jersey location.
- U.S. Citizens and those authorized to work in the U.S. are encouraged to apply.
- Flexibility to travel and/or relocate within the US as per project requirements.