Overview In this role you will design and deploy data-driven, scalable ML solutions for enterprise clients. You will lead cross-functional collaboration with data scientists, engineers, and clients to translate needs into analytic models and production-ready systems. Your work will focus on delivering end-to-end ML capabilities on cloud platforms and shaping CapTech's ML/Datascience practice. This is an opportunity to impact client outcomes at scale while advancing CapTech's technology-led consulting mission. You will partner with clients and internal teams to drive innovation and measurable results.
Compensation / Benefits- flexible work environment
- generous PTO
- health coverage
- disability insurance
- paid family leave
- 401(k) matching
Responsibilities- Lead end-to-end ML solutions by collaborating with clients and cross-functional teams
- Decompose client needs into data-driven processes and analytical measures
- Analyze and transform large enterprise datasets on cloud platforms (AWS, Azure, GCP)
- Design, develop, and deploy analytical solutions (e.g., recommender systems, NLP, risk scoring)
- Productionize ML systems with optimization and scalability in mind
- Grow ML/Data Science practices through client presentations, proposals, and leading junior teams
Key requirements- 7+ years delivering data engineering and ML solutions on cloud platforms
- Bachelor's degree or equivalent
- Experience providing technical leadership and mentoring engineers
- Hands-on with large-scale data (multi-billion records)
- Proficiency in Python, Scala or similar; SQL, Spark, NoSQL; cloud data processing
- Containerization and microservices (e.g., Docker)
- Experience with Snowflake, Databricks, Azure SQL, Amazon RDS
- Experience with production-scale ML in domains like personalization, NLP, or computer vision
- Knowledge of DevOps, automation, statistics, model management/versioning
- Experience with LLMs in production and prompt engineering; MCP and RAG; agentic AI architectures
- Experience with LangChain, n8n, pydantic; multi-agent orchestration
- collaboration
- strong communication
- problem solving
- Python
- Scala
- SQL
