• Expertini Resume Scoring: Our Semantic Matching Algorithm evaluates your CV/Résumé before you apply for this job role.
Mexico Jobs Expertini

Android Application Developer (Applied ML) Job Opening In Región Centro – Now Hiring Pentangle Tech Services | P5 Group


Job description

We’re hiring an Android Applications Developer (Contractor) to design, build, and continuously evolve production‑grade Android/Android Application Developer (Applied ML) applications and services.

Responsibilities

  • Integrate prebuilt ML models (e.g., TFLite, MediaPipe, ONNX Runtime) into Android/AAOS apps and services with clear and maintainable model I/O contracts.

  • Offline‑first inference; optional cloud inference path (REST/gRPC) using the hosted model endpoint; implement routing and fallback between local and cloud paths.

  • Develop robust, real‑time audio and sensor capture pipelines (AudioRecord/AAOS audio APIs; optional car audio plugin service) with buffering and back‑pressure handling.

  • Implement model pre/post‑processing as specified by the ML team (e.g., windowing, normalization, log‑mel) using provided reference code and evolving best practices.

  • Design and maintain event logic (thresholds, debouncing, hysteresis) and configuration toggles; collaborate with ML and Product to calibrate and adapt over time.

  • Optimize apps for latency, memory, and power efficiency; select runtime delegates (NNAPI/GPU/DSP) when appropriate; profile and tune cold‑start and steady‑state performance.

  • Build developer‑facing tools and lightweight UIs (Jetpack Compose) for debugging, telemetry visualization, tracing, threshold management, and runtime selection.

  • Implement privacy‑preserving telemetry and evaluation hooks (e.g., precision/recall estimates, false positive rates) without retaining raw audio or sensitive data.

  • Establish quality gates, including unit/instrumentation tests, Compose UI tests, and contract tests that validate model interfaces, shapes, and versioning.

  • Document architecture decisions, risks, and integration learnings; contribute to productionization strategies and ongoing platform improvements.

  • Collaborate across multidisciplinary teams to ensure smooth deployment, maintainability, and scalability of ML features in‑vehicle.

Skills and Qualifications: Required

  • Production‑level Android development in Kotlin, with expertise in coroutines/Flows, dependency injection, background execution, and modern architecture patterns (MVVM/MVI).

  • Proven experience integrating ML models on Android (TFLite/MediaPipe/ONNX Runtime) and/or invoking cloud models from mobile apps with secure auth, retries, and timeouts.

  • Strong understanding of Android audio capture (AudioRecord), streaming pipelines, and latency‑aware processing.

  • Performance engineering skills, including profiling with Perfetto/Traceur/Android Studio Profiler; startup, jank, and memory optimization.

  • Experience with testing frameworks (JUnit, instrumented tests, Compose testing) and interface/contract testing for model boundaries.

  • Effective collaboration and documentation skills suited to fast‑moving development cycles.

  • Strong problem‑solving mindset with attention to detail, clarity in communicating trade‑offs, and the ability to operate autonomously.

  • Familiarity with GitHub Pull Request and code review processes.

Preferred

  • AAOS or embedded Android experience; knowledge of in‑vehicle UX and system constraints.

  • Background in experiment frameworks, analytics, or safety‑relevant alerting.

  • Understanding of privacy‑preserving telemetry and compliance requirements.

  • Familiarity with the Android Neural Network API (NNAPI).

  • Experience with Qualcomm's AI Hub and AI Runtime SDKs.

Seniority level

  • Mid‑Senior level

Employment type

  • Full‑time

Job function

  • Motor Vehicle Manufacturing

#J-18808-Ljbffr

Required Skill Profession

Desarrollo De Software


  • Job Details

Related Jobs

Global Connect Technologies hiring Android Application Developer Job in Región Centro, Jalisco, Mexico
Global Connect Technologies
Región Centro, Jalisco, Mexico
Cognizant hiring Android Developer Job in Guadalajara,JA-Aviacion, Mexico, Mexico
Cognizant
Guadalajara,JA-Aviacion, Mexico, Mexico
Infosys hiring Android Developer Job in Mexico City, Federal District, Mexico
Infosys
Mexico City, Federal District, Mexico
Infosys hiring Android Developer Job in Monterrey, Nuevo Leon, Mexico
Infosys
Monterrey, Nuevo Leon, Mexico
Confidential hiring Android Developer Job in Guadalajara, Jalisco, Mexico
Confidential
Guadalajara, Jalisco, Mexico
Confidential hiring Android developer Job in Guadalajara, Jalisco, Mexico
Confidential
Guadalajara, Jalisco, Mexico
Infosys hiring Android Developer Job in Guadalajara, Jalisco, Mexico
Infosys
Guadalajara, Jalisco, Mexico
Azka IT Consulting hiring Android Developer Job in Guadalajara, Jalisco, Mexico
Azka IT Consulting
Guadalajara, Jalisco, Mexico
Confidential hiring Android Developer Job in Mexico City, Mexico City, Mexico
Confidential
Mexico City, Mexico City, Mexico
Kelly hiring Android Developer Job in Mexico City, Mexico City, Mexico
Kelly
Mexico City, Mexico City, Mexico
Satori Tech hiring Android Developer Job in Delegación Tlalpan, Ciudad de México, Mexico
Satori Tech
Delegación Tlalpan, Ciudad de México, Mexico
Global Connect Technologies hiring Android Developer Job in Guadalajara Metropolitan Area, Jalisco, Mexico
Global Connect Technologies
Guadalajara Metropolitan Area, Jalisco, Mexico
Ampstek hiring Android Developer Job in Guadalajara, Jalisco, Mexico
Ampstek
Guadalajara, Jalisco, Mexico
Luxoft hiring Android Developer Job in Ciudad de México, Ciudad de México, Mexico
Luxoft
Ciudad de México, Ciudad de México, Mexico
Kelly Services hiring Android Developer Job in WorkFromHome, Ciudad de México, Mexico
Kelly Services
WorkFromHome, Ciudad de México, Mexico
Cognizant hiring Android Developer Job in Guadalajara, Jalisco, Mexico
Cognizant
Guadalajara, Jalisco, Mexico
Infosys Limited hiring Android Developer Job in Ciudad de México, Ciudad de México, Mexico
Infosys Limited
Ciudad de México, Ciudad de México, Mexico
Infosys Limited hiring Android Developer Job in Monterrey, Nuevo León, Mexico
Infosys Limited
Monterrey, Nuevo León, Mexico
Infosys Limited hiring Android Developer Job in Región Centro, Jalisco, Mexico
Infosys Limited
Región Centro, Jalisco, Mexico
Gold Media Tech LLC hiring Android Developer Job in Mexico
Gold Media Tech LLC
Mexico
Tekshapers hiring Android Developer: Job in Ciudad de México, Ciudad de México, Mexico
Tekshapers
Ciudad de México, Ciudad de México, Mexico
Turtle Trax S.A. hiring Android Developer Job in Región Centro, Jalisco, Mexico
Turtle Trax S.A.
Región Centro, Jalisco, Mexico
Azkait hiring Android Developer Job in Región Centro, Jalisco, Mexico
Azkait
Región Centro, Jalisco, Mexico
Tata Consultancy Services hiring Android Developer Job in Mexico
Tata Consultancy Services
Mexico
Advanced Technology Services hiring Application Developer Job in Monterrey, Mexico, Mexico
Advanced Technology Services
Monterrey, Mexico, Mexico
SWBC hiring Application Developer Job in Monterrey, Nuevo Leon, Mexico
SWBC
Monterrey, Nuevo Leon, Mexico
Rand Technology, LLC hiring Application Developer Job in Zapopan, Jalisco, Mexico
Rand Technology, LLC
Zapopan, Jalisco, Mexico
Pentangle Tech Services | P5 Group hiring Application Developer Job in Mexicali, Baja California, Mexico
Pentangle Tech Services | P5 Group
Mexicali, Baja California, Mexico
Advanced Technology Services hiring Application Developer Job in Monterrey, Nuevo León, Mexico
Advanced Technology Services
Monterrey, Nuevo León, Mexico
L'Oréal hiring Application Developer Job in Mexico
L'Oréal
Mexico

Unlock Your Android Application Potential: Insight & Career Growth Guide


Real-time Android Application Jobs Trends (Graphical Representation)

Explore profound insights with Expertini's real-time, in-depth analysis, showcased through the graph here. Uncover the dynamic job market trends for Android Application in Región Centro, Mexico, highlighting market share and opportunities for professionals in Android Application roles.

694 Jobs in Mexico
694
19 Jobs in Región Centro
19
Download Android Application Jobs Trends in Región Centro and Mexico

Are You Looking for Android Application Developer (Applied ML) Job?

Great news! is currently hiring and seeking a Android Application Developer (Applied ML) to join their team. Feel free to download the job details.

Wait no longer! Are you also interested in exploring similar jobs? Search now: .

The Work Culture

An organization's rules and standards set how people should be treated in the office and how different situations should be handled. The work culture at Pentangle Tech Services | P5 Group adheres to the cultural norms as outlined by Expertini.

The fundamental ethical values are:

1. Independence

2. Loyalty

3. Impartiapty

4. Integrity

5. Accountabipty

6. Respect for human rights

7. Obeying Mexico laws and regulations

What Is the Average Salary Range for Android Application Developer (Applied ML) Positions?

The average salary range for a varies, but the pay scale is rated "Standard" in Región Centro. Salary levels may vary depending on your industry, experience, and skills. It's essential to research and negotiate effectively. We advise reading the full job specification before proceeding with the application to understand the salary package.

What Are the Key Qualifications for Android Application Developer (Applied ML)?

Key qualifications for Android Application Developer (Applied ML) typically include Desarrollo De Software and a list of qualifications and expertise as mentioned in the job specification. The generic skills are mostly outlined by the . Be sure to check the specific job listing for detailed requirements and qualifications.

How Can I Improve My Chances of Getting Hired for Android Application Developer (Applied ML)?

To improve your chances of getting hired for Android Application Developer (Applied ML), consider enhancing your skills. Check your CV/Résumé Score with our free Tool. We have an in-built Resume Scoring tool that gives you the matching score for each job based on your CV/Résumé once it is uploaded. This can help you align your CV/Résumé according to the job requirements and enhance your skills if needed.

Interview Tips for Android Application Developer (Applied ML) Job Success

Pentangle Tech Services | P5 Group interview tips for Android Application Developer (Applied ML)

Here are some tips to help you prepare for and ace your Android Application Developer (Applied ML) job interview:

Before the Interview:

Research: Learn about the Pentangle Tech Services | P5 Group's mission, values, products, and the specific job requirements and get further information about

Other Openings

Practice: Prepare answers to common interview questions and rehearse using the STAR method (Situation, Task, Action, Result) to showcase your skills and experiences.

Dress Professionally: Choose attire appropriate for the company culture.

Prepare Questions: Show your interest by having thoughtful questions for the interviewer.

Plan Your Commute: Allow ample time to arrive on time and avoid feeling rushed.

During the Interview:

Be Punctual: Arrive on time to demonstrate professionalism and respect.

Make a Great First Impression: Greet the interviewer with a handshake, smile, and eye contact.

Confidence and Enthusiasm: Project a positive attitude and show your genuine interest in the opportunity.

Answer Thoughtfully: Listen carefully, take a moment to formulate clear and concise responses. Highlight relevant skills and experiences using the STAR method.

Ask Prepared Questions: Demonstrate curiosity and engagement with the role and company.

Follow Up: Send a thank-you email to the interviewer within 24 hours.

Additional Tips:

Be Yourself: Let your personality shine through while maintaining professionalism.

Be Honest: Don't exaggerate your skills or experience.

Be Positive: Focus on your strengths and accomplishments.

Body Language: Maintain good posture, avoid fidgeting, and make eye contact.

Turn Off Phone: Avoid distractions during the interview.

Final Thought:

To prepare for your Android Application Developer (Applied ML) interview at Pentangle Tech Services | P5 Group, research the company, understand the job requirements, and practice common interview questions.

Highlight your leadership skills, achievements, and strategic thinking abilities. Be prepared to discuss your experience with HR, including your approach to meeting targets as a team player. Additionally, review the Pentangle Tech Services | P5 Group's products or services and be prepared to discuss how you can contribute to their success.

By following these tips, you can increase your chances of making a positive impression and landing the job!

How to Set Up Job Alerts for Android Application Developer (Applied ML) Positions

Setting up job alerts for Android Application Developer (Applied ML) is easy with Mexico Jobs Expertini. Simply visit our job alerts page here, enter your preferred job title and location, and choose how often you want to receive notifications. You'll get the latest job openings sent directly to your email for FREE!