About the role

Aplyr's Quick Take

This role is for a Lead AI Engineer focused on developing and deploying AI/ML solutions, particularly in enterprise settings. You'll be hands-on with Python and various GenAI frameworks, working on projects from conception to production. It's primarily an individual contributor role with a strong emphasis on technical expertise and solution delivery.

Good fit

Ideal candidates have 4+ years in AI/ML engineering, with a solid track record of delivering solutions in enterprise environments. You should be comfortable with hands-on coding and have a knack for translating business needs into technical solutions.

Worth noting

The role emphasizes experience with GenAI and multi-cloud deployments, which may be a niche requirement. Additionally, the focus on financial services suggests a fast-paced, high-stakes work environment.

Programming: Advanced Python (async programming, OOP, REST APIs, FastAPI, Flask, Pandas, NumPy)

GenAI Frameworks: LangChain, LlamaIndex, Haystack, Semantic Kernel

Machine Learning and AI: Snowflake Cortex, TensorFlow, PyTorch

Key Responsibilities:

Minimum Experience and Key Competencies:

4+ years of professional experience in end-end AI/ML engineering development, AI/ML architecture design, or a related role

Proven track record delivering 3+ ML/AI solutions to production preferably in enterprise or financial services environments

Experience in deploying Gen AI solutions/LLMs through integration with software applications – Open AI GPT models, Google Gemini, Mistral, etc. and orchestration frameworks like LangChain, LangGraph

Strong Python proficiency; clean code practices; expertise in designing modular, testable, maintainable ML systems; experience with design patterns and architectural principles. Hands-on experience in building new APIs in enterprise setting using modern, high-performance frameworks like FastAPI

Hands-on expertise in building & deploying solutions on the public cloud platforms AWS/GCP/Azure etc.; multi-cloud capability a plus.

Proven experience in deploying AI solutions at scale, in production, with experience working with big data

Ability to translate business problems into AI-ML opportunities; understand ROI, business metrics, and stakeholder requirements; drive adoption and commercialization.

Skills & Tags

python go aws gcp azure machine learning ai data

Aplyr's read

Capco is a global management and technology consultancy focused on the financial services sector, attracting professionals with expertise in banking, insurance, and digital transformation.
Synthesized from recent postings & public sources

What's promising

•Capco specializes in financial services, offering tailored solutions for banking and insurance clients.
•The company emphasizes digital transformation, providing opportunities to work with cutting-edge technology.
•Capco's global presence allows for diverse project experiences across different markets.

What to watch

•High-pressure environment due to demanding client expectations in the financial sector.
•Work-life balance can be challenging with frequent travel for client engagements.
•Limited public information about career advancement and internal mobility opportunities.

Why Capco

•Capco's focus on financial services differentiates it from more generalized consultancies.
•The company offers a blend of management and technology consulting, appealing to hybrid skill sets.
•Capco's culture emphasizes innovation in financial technology, attracting tech-savvy professionals.

Aplyr’s read is generated by AI from public sources. Was it useful?