Lead Python Platform Engineer

About Position :

We are hiring for Lead Python engineer with hands on experience with Apache Beam, databricks etc.,

Role : Lead Python Platform Engineer – Architecture & Performance

Location : All PSL Locations

Experience : 3 to 7 Years

Job Type : Full Time Employment

What You'll Do :

Architecture and reuse :

Design and build a shared component library / SDK for pipelines : ingestion, parsing / OCR, extraction (RegEx now, LLM / SLM later), validation, enrichment, publishing.

Define patterns / templates for Apache Beam pipelines and Databricks jobs; standardize configuration, packaging, versioning, CI / CD, and documentation.

Create pluggable interfaces so multiple teams can swap extractors (Regex / LLM), OCR providers, and EMR publishers without code rewrites.

Define repo strategy - shared / child repos for each use case

Performance and reliability :

Own end-to-end profiling and tuning : cProfile / py-spy / line_profiler, memory (tracemalloc), CPU vs I / O analysis.

Instrument services with Elastic APM and correlate traces / metrics with Splunk logs; build dashboards and runbooks.

Implement concurrency best practices : asyncio for I / O-bound, ThreadPool / ProcessPool for CPU-bound, batching, rate limiting, retries, etc.

Implement robust LLM API rate limiting / governance : enforce provider TPM and concurrency caps, request queueing / token budgeting, and emit APM / Splunk metrics (throttle rate, queue depth, cost per job) with alerts.

Establish SLOs / alerts for throughput, latency, error rates; set up DLQs and recovery patterns.

Team enablement :

Mentor devs, lead design reviews, codify best practices, write clear docs and examples.

Partner with ML engineers on the future LLM / SLM path (evaluation harness, safety / PII, cost / perf).

Expertise You'll Bring :

7+ years Python with strong depth in performance and concurrency (asyncio, concurrent.futures, multiprocessing), profiling and memory tuning.

Observability expertise : Elastic APM instrumentation and dashboarding; Splunk for logs and correlation; OpenTelemetry familiarity.

Must have implemented LLM based solutions and supported them in production

API engineering for high-throughput integrations (REST, OAuth2), resilience patterns, and secure handling of sensitive data.

Strong architecture / design skills : clean interfaces, packaging shared libs, versioning, CI / CD (GitHub Actions / Azure DevOps), testing.

3+ years building large-scale data pipelines with Apache Beam and / or Spark, including hands-on Databricks experience (Jobs, Delta Lake, cluster tuning).

Document processing : OCR (Tesseract, AWS Textract, Azure Form Recognizer), PDF parsing, text normalization.

LLM / SLM integration experience (e.g., OpenAI / Azure AI, local SLMs), prompt / eval frameworks, PII redaction / guardrails.

Cloud and tooling : AWS / Azure / GCP, Dataflow / Flink, Terraform, Docker; cost / performance tuning on Databricks.

Security / compliance mindset (HIPAA), secrets management, least-privilege access.

Benefits :

Competitive salary and benefits package

Culture focused on talent development with quarterly promotion cycles and company-sponsored higher education and certifications

Opportunity to work with cutting-edge technologies

Employee engagement initiatives such as project parties, flexible work hours, and Long Service awards

Annual health check-ups

Insurance coverage : group term life, personal accident, and Mediclaim hospitalization for self, spouse, two children, and parents

Values-Driven, People-Centric & Inclusive Work Environment :

Persistent Ltd. is dedicated to fostering diversity and inclusion in the workplace. We invite applications from all qualified individuals, including those with disabilities, and regardless of gender or gender preference. We welcome diverse candidates from all backgrounds.

We support hybrid work and flexible hours to fit diverse lifestyles.

Our office is accessibility-friendly, with ergonomic setups and assistive technologies to support employees with physical disabilities.

If you are a person with disabilities and have specific requirements, please inform us during the application process or at any time during your employment

Let’s unleash your full potential at Persistent - persistent.com / careers

“Persistent is an Equal Opportunity Employer and prohibits discrimination and harassment of any kind.”