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Audio Speech Machine Learning Jobs in Conroe, TX

Data and Machine Learning Lead

Houston, TX · On-site +1

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

... and speech * Lead teams to develop and validate biomarkers, correlates, or other insights that ... and behavior (audio/video) * Availability to travel as needed to scientific conferences and ...

Choose Learning The Chronicle of Higher Education's "Great Colleges to Work For ® " is designed to ... machining, and welding. Location address is 777 Conroe Park North Drive, Conroe, TX 77303. PURPOSE ...

About the Job The Varsity Tutors Live Learning Platform has thousands of students looking for ... Adapts instruction using role-play scenarios, audio immersion exercises, and practical thematic ...

About the Job The Varsity Tutors Live Learning Platform has thousands of students looking for ... Adapts instruction using immersive role-play scenarios, authentic audio and video materials, and ...

About the Job The Varsity Tutors Live Learning Platform has thousands of students looking for ... Adapts instruction using role-play scenarios, authentic audio materials, and thematic conversation ...

... datasets and machine learning principles. The ideal candidate will be comfortable leading an ... speech to communicate in person and over the telephone The physical demands described here are ...

... datasets and machine learning principles. The ideal candidate will be comfortable leading an ... speech to communicate in person and over the telephone The physical demands described here are ...

Reservoir Engineer

Houston, TX · On-site

$120 - $160/hr

... datasets and machine learning principles. The ideal candidate will be comfortable leading an ... speech to communicate in person and over the telephone*The physical demands described here are ...

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Audio Speech Machine Learning information

What are some common challenges faced when developing machine learning models for audio speech applications?

A key challenge in audio speech machine learning roles is dealing with diverse and noisy audio data, which can significantly affect model accuracy. Additionally, models must be robust to different accents, languages, and speaking styles, requiring large and varied datasets for training and validation. Collaboration with data engineers, linguists, and software developers is often necessary to ensure high-quality data pipelines and model integration into production systems. Staying updated with the latest research and optimizing models for real-time performance are also ongoing aspects of the role.

What is an audio speech machine learning engineer?

An Audio Speech Machine Learning Engineer is a specialized professional who designs, develops, and implements machine learning models that process and analyze audio and speech data. Their work involves tasks like speech recognition, speaker identification, and audio event detection by leveraging algorithms and large datasets. These engineers collaborate with data scientists, software developers, and linguists to create applications such as voice assistants, transcription tools, and automated customer service systems. Expertise in signal processing, deep learning frameworks, and programming languages like Python is crucial for this role.

What is the difference between Audio Speech Machine Learning vs Speech Data Analyst?

AspectAudio Speech Machine LearningSpeech Data Analyst
Required CredentialsDegree in Computer Science, Data Science, or related fields; knowledge of ML frameworksDegree in Data Analysis, Statistics, or related fields; experience with data tools
Work EnvironmentResearch labs, tech companies, AI startupsData analysis teams, research institutions, tech firms
Industry UsageDeveloping speech recognition, voice assistants, NLP applicationsAnalyzing speech datasets, improving speech models, reporting insights

Audio Speech Machine Learning focuses on developing algorithms for speech recognition and processing, often involving model training and AI development. Speech Data Analysts interpret speech data, generate insights, and support model improvements. Both roles require strong analytical skills, but their core tasks differ: one builds models, the other analyzes data.

What are the key skills and qualifications needed to thrive as an audio speech machine learning engineer, and why are they important?

To thrive as an Audio Speech Machine Learning Engineer, you need a solid background in machine learning, signal processing, and programming (typically Python), along with a relevant degree in computer science or a related field. Familiarity with tools like TensorFlow or PyTorch, audio processing libraries (such as Librosa), and experience with speech datasets and ASR systems are commonly required. Critical soft skills include problem-solving, innovation, and effective communication for collaborating with cross-functional teams. These skills are essential to develop accurate, scalable speech recognition systems that advance voice-driven technology.

What are popular job titles related to Audio Speech Machine Learning jobs in Conroe, TX?

For Audio Speech Machine Learning jobs in Conroe, TX, the most frequently searched job titles are:

What cities near Conroe, TX are hiring for Audio Speech Machine Learning jobs?

Cities near Conroe, TX with the most Audio Speech Machine Learning job openings:

Infographic showing various Audio Speech Machine Learning job openings in Conroe, TX as of August 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution.

Data and Machine Learning Lead

Motif Neurotech

Houston, TX • On-site, Remote

Full-time

Medical, Dental, Vision, Retirement, PTO

Posted 12 days ago


Job description

What is Motif?
Motif is a medical device startup based in Houston, Texas. We are designing and developing minimally invasive electronic solutions for serious mental health conditions. Powered by our patent-pending methods for wireless power and data transmission, our goal is to create the smallest implantable brain stimulator to treat people with mental health disorders.
We are an early-stage startup with funding from venture capital firms, grants, and private angel and founder investments.
Motif's technology stack consists of a small implant that is wirelessly powered via magnetic fields from an external wearable transmitter, configured and controlled from a programming interface. It delivers novel stimulation therapy to cortical targets and will evolve to record biomarkers of symptoms, disease state, and therapy response.
Where are we going?
We are currently completing the development of our first minimally invasive neural stimulation system and preparing for future versions with additional functionality based on our platform technology.
About the Job
We are seeking a strategic leader to oversee collection of multimodal data sets related to mental health disorders, discovery of impactful biomarkers from these data sets, and translation of this impact into scalable neurotechnology products. This effort includes a specific focus on novel neural data from a new implantable neurotech platform alongside consumer grade wearables applied to problems such as automated dosing, detection of therapeutic effect, enhanced adherence, and prediction of potential relapse events. If you have a passion for translating early-stage neurotechnology into therapies that reach patients, apply now to be part of our dedicated team. Lead the machine learning effort from data through discovery and deployment while helping to shape the scientific narrative for a new class of psychiatric therapy.
Job Location: Remote with periodic travel to Houston, Texas and scientific conferences
Does this sound like you?
  • Do you believe openness and honesty are key to team success?
  • Are you motivated by the beauty of a clean data set but have the scars to show from tangling with its ugly sibling?
  • Do you enjoy learning and are curious about how and why things work?
  • Do you like challenging the conventional way of doing things to find efficiencies and new ways of working?
  • You enjoy high-level strategic thinking about data pipelines but can also develop code that unearths clinical-biomarker level insights?

If yes to the above, then come work with Motif! We are highly dedicated people with a passion for neurotechnology, discovery from data, and putting the patient first. We are looking for people with the same energy who will thrive in a high growth - high autonomy environment.
In this role, you will:
  • Develop and own the data science and machine learning roadmap
    • Work with cross functional teams to understand what data is needed when, and put in place strategies to generate it
    • Work with internal and external thought leaders to define problems worth solving, and create strategies for pursuing these solutions
    • Collaborate with partner functions such as research, development, and clinical to integrate data and machine learning as a full partner in the Motif integrated roadmap
    • Create plans to ensure that products are architected to predictably improve as data generated from their use scales (improvement native systems)
    • Represent and communicate the Motif approach to data in mental health for investors, physicians, and other industry forums
  • Define data strategy and execute data collection initiatives
    • Define data sets needed to unlock impactful biomarkers relevant to the treatment of mental health disorders
    • Work closely with the hardware, firmware, and software teams to ensure that the system collects high quality data in an appropriate format and with sufficient metadata to scale seamlessly across local and cloud-based infrastructures
    • Architect thoughtful infrastructures that turn data scale into an asset and not an expense
    • Work closely within awarded grants or identify new opportunities to scale data via partnerships
  • Discover biomarkers or insights with impact
    • Create analytic pipelines to fuse internal, external, and partnered data sets and drive scalable discovery
    • Build organizational tools in machine learning, statistics, and other analytic techniques relevant to data from imaging, neural electrophysiology, wearable and lifestyle measures, video and speech
    • Lead teams to develop and validate biomarkers, correlates, or other insights that solve problems of candidacy, dosing, efficacy assessment, and predictive delivery of therapy in the mental health space
  • Deploy learning into clinical study efforts and, soon, commercial products
    • Partner with R&D to embed data features in future products by translating research pipelines into production code
    • Partner with internal and external experts to design platforms that allow rapid, agile research to occur on fielded products with a goal of accelerating discovery (safe, compliant, fast A/B testing for the neurotech community)
    • Develop verification and validation strategies, and work with partners to ensure regulatory constraints are met
    • Partner with clinical science on generation of evidence to unlock discoveries in clinical studies and commercial products in a predictable cadence
    • Are familiar with cybersecurity considerations with different data types and can defer to experts when necessary

To be considered, you will need:
  • 10+ years of experience in translating medical data into patient benefit within the medtech, pharmaceutical, or biotech industries, with progressive leadership responsibility
  • Demonstrated experience in building infrastructure and know-how on data collection, management, and analysis within growing organizations
  • Working knowledge of US regulatory pathways (FDA IDE/PMA) specific to deployment of data driven features
  • Experience with complex data streams from electrophysiological sources, including neural data, cardiac, wearable accelerometry, sleep, and behavior (audio/video)
  • Availability to travel as needed to scientific conferences and meetings, as well as to Houston, Texas for onsite meetings at Motif Headquarters up to 4-5 times/year

It is a bonus if you have:
  • Experience in active implantable medical devices, neuromodulation, or neurostimulation therapies
  • Clinical or research background in psychiatry, depression, or related mental health indications
  • Advanced degree (MD, PhD, or equivalent) and a record of peer-reviewed publications or successful grant applications
  • Working knowledge of other regulatory pathways (EU MDR, TGA, etc.) and their respective data considerations

Work Authorization Notice
Motif Neurotech hires only individuals who are authorized to work in the United States. At this time, visa sponsorship is not offered for this role.
Benefits*
  • Medical, dental, and vision insurance for you and your dependents
  • Participation in our 401k plan
  • Unlimited PTO
  • The chance to work with an incredible group of people working towards a common goal for a better future

We envision a world where everyone with a mental health disorder can get well and stay well, regardless of who you are, where you live, or how much money you make, and we are excited to build that future with you.
Let's use our powers for good.
Motif Neurotech is an equal opportunity employer. All applicants will be considered for employment without attention to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran status, disability status, or any other protected class status.
*for regular full-time, exempt, salaried US employees