Technical Lead
2 months ago
Responsibilities :
- Design, develop, and maintain a AI/ML platform that is accurate, secure
- Lead workstreams within a lean and agile environment from requirements gathering to creating a plan of actionable tasks for the team
- Provide coaching, and mentorship to members of the data team on architecture, software development best practices, and new technologies
- Establish evaluation criteria for data quality tracking and production ML model tracking
- Partner with product, research, and engineering to ensure product changes integrate effectively
Required Qualifications :
- 6+ years in MLOps, ML engineering, MLOps, and data science with 2+ years leading and mentoring agile teams.
- Proven expertise in deploying essential MLOps components like CI/CD, model registry, and input loading
- Skilled in creating and launching diverse models (statistical, LLM, GenAI, GPT 3.5/4.0) from POC to production
- Proven ability to manage projects and programs, leading small teams (2-5 members) and directly handling data analysis, modeling, data pipeline setup, and MLOps
- Skilled in AIML, using platforms like AWS, Amazon Bedrock, and Snowflake, and proficient in Python, SQL, Tableau, and Alteryx
- 3+ years of experience working with Jupyter Notebooks, Git, GitHub, JIRA, and weights & biases, enhancing collaboration and version control in project development
- Significant collaboration with research teams, contributing hands-on research skills that advance project outcomes
- Previous experience working in Private Markets, Financial Services or FinTech space Preferred
- 2+ years of Tech Lead and management experience; taking on role as player coach and providing mentorship
- Experience migrating data sets and workflows between legacy data platforms and services
- Familiarity with stream processing and event driven architecture
- Comfortable moving quickly and working in a fast-paced, agile XP, lean environment
- Experience in leading offshore and nearshore teams is highly valued
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