Lead II - Software Engineering
Automate your job search with Sonara.
Submit 10x as many applications with less effort than one manual application.1
Reclaim your time by letting our AI handle the grunt work of job searching.
We continuously scan millions of openings to find your top matches.
Overview
Remote
On-site
Compensation
$65-$65/hour
Job Description
Overview:
TekWissen is a global workforce management provider headquartered in Ann Arbor, Michigan that offers strategic talent solutions to our clients world-wide. Our client provider of digital technology and transformation, information technology and services
Position:Lead II - Software Engineering
Location: Atlanta GA
Duration: 7 Months
Job Type: Temporary Assignment
Work Type: Remote
Job Description:
- Design and lead end-to-end identity resolution architecture, combining probabilistic models, ML, and embedding-based techniques to build the authoritative customer identity graph.
- Build and optimize large-scale entity matching systems across billions of records and multiple data domains - ensuring every US adult is accurately represented in CDP
- Architect advanced candidate generation and blocking strategies (LSH, phonetic encoding, semantic similarity) that balance precision with computational feasibility at population scale
- Design high-precision matching pipelines using ensemble approaches (rules + ML + LLM-based validation) to maximize accuracy of golden customer profiles
- Develop scalable clustering and graph-based approaches for unified customer identity resolution with clear confidence scoring and auditability
- Lead implementation of embedding pipelines and similarity search systems using transformer models for semantic-level identity matching
Job Responsibilities - AI/LLM
- Architect and build LLM-powered systems for entity resolution, including zero-shot and few-shot classification workflows that handle edge cases traditional models miss
- Design and implement RAG-based architectures for enriching and contextualizing customer data from unstructured sources
- Lead development of NLQ-to-SQL platforms, enabling business users to query CDP - the authoritative source of truth - using natural language
- Translate ambiguous business questions into structured queries with schema awareness, semantic layers, and guardrails that protect data integrity
- Define best practices for prompt engineering, evaluation, and LLM observability - ensuring AI outputs meet the trust standards CDP demands
- Design and optimize vector search architectures (Pinecone, Qdrant, pgvector) for large-scale retrieval across customer data
- Evaluate and integrate emerging frameworks such as LangChain, LangGraph, and agentic workflows where they strengthen CDP capabilities
Education and Work Experience
- Bachelor's or Master's degree in Computer Science, Data Science, or related field
- 6+ years of experience in ML/AI engineering
- Proven experience building production-grade entity resolution or identity graph systems at scale
- Experience designing LLM-based applications in enterprise environments with high accuracy and trust requirements
Technical Skills
- Advanced programming: Python
- Deep expertise in ML algorithms for similarity, classification, and clustering - particularly in identity resolution contexts
- Strong experience with transformer models, embeddings, and semantic search at population scale
- Hands-on experience with LLM APIs and orchestration frameworks
- Strong SQL and experience with distributed data processing (Spark, Dask)
- Experience with vector databases and ANN search systems (FAISS, Pinecone, etc.)
- Expertise in ML lifecycle management (MLflow or equivalent)Understanding of data governance, privacy, and security requirements for customer identity data
Knowledge, Skills, and Abilities
- Strong system design and architectural thinking for AI/ML systems at population scale
- Ability to balance precision, recall, and scalability in identity resolution systems - understanding that accuracy directly impacts CDP's authority as the source of truth
- Strong understanding of data semantics and customer domain modeling across diverse data sources
- Leadership in driving AI engineering best practices, standards, and quality benchmarks
- Ability to collaborate across data engineering, product, security, and business teams to deliver trusted customer intelligence
TekWissen Group is an equal opportunity employer supporting workforce diversity.
Automate your job search with Sonara.
Submit 10x as many applications with less effort than one manual application.
FAQs About Lead II - Software Engineering Jobs at TekWissen LLC
What is the work location for this position at TekWissen LLC?
This job at TekWissen LLC is located in Atlanta, GA, according to the details provided by the employer. Some roles may also include multiple work locations depending on the requirement.
What pay range can candidates expect for this role at TekWissen LLC?
Candidates can expect a pay range of $65.14–$65.14 per hour for this role.
What employment applies to this position at TekWissen LLC?
The employer has not provided this information. This may be discussed during the hiring process.
What is the process to apply for this position at TekWissen LLC?
You can apply for this role at TekWissen LLC either through Sonara's automated application system, which helps you submit applications 10X faster with minimal effort, or by applying manually using the direct link on the job page.